#medlibs, Twitter, 7/22/2021 12:31:44 AM, 258762


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#medlibs_2021-07-21_17-28-49.xlsx
#medlibs_2021-07-21_17-28-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 22, 2021
Short Description:
#medlibs via NodeXL https://bit.ly/3znlgF3
@angspenc
@rayyanapp
@medlibassn
@thartman2u
@krafty
@tcshields
@carrieprice78
@jamornini
@wonderbrarian
@noethematt

Top hashtags:
#medlibs
#librarians
#phdchat
#academictwitter
#academicchatter
#phdvoice
#phdlife

Description:
Description
The graph represents a network of 190 Twitter users whose recent tweets contained "#medlibs", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 July 2021 at 00:29 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 19-minute period from Tuesday, 13 July 2021 at 15:45 UTC to Wednesday, 21 July 2021 at 23:05 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 190
Unique Edges : 215
Edges With Duplicates : 180
Total Edges : 395
Number of Edge Types : 5
Replies to : 16
Tweet : 106
Retweet : 146
MentionsInRetweet : 53
Mentions : 74
Self-Loops : 109
Reciprocated Vertex Pair Ratio : 0.0333333333333333
Reciprocated Edge Ratio : 0.0645161290322581
Connected Components : 33
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 323
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.858199
Graph Density : 0.00604288499025341
Modularity : 0.504193
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 190 Twitter users whose recent tweets contained "#medlibs", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 July 2021 at 00:29 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 19-minute period from Tuesday, 13 July 2021 at 15:45 UTC to Wednesday, 21 July 2021 at 23:05 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #medlibs
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] https://rayyan.ai/users/sign_up
[20] https://rayyan.ai/reviews/125430
[6] https://www.mlanet.org/blog/leadership-in-libraries-promoting-diverse,-equitable,-&-inclusive-environments-3539?source=5&utm_source=Twitter&utm_medium=social&utm_campaign=Blogs&utm_content=Leadership+in+Libraries:+Promoting+Diverse,+Equitable+%26+Inclusive+Environments
[5] https://twitter.com/nlmdirector/status/1415752763644993536
[5] http://www.medlib-ed.org/products/2963/jmla-insider-all-you-need-to-know-to-publish-your-research
[5] https://twitter.com/nnlmregion1/status/1234485452406542337
[4] https://ryn.ai/covid19
[4] https://systematicreviewsjournal.biomedcentral.com/articles/10.1186/s13643-021-01583-y
[4] https://pressplayconnect.libsyn.com/mla-podcast-007-graphic-medicine-and-comic-books?utm_source=Twitter&utm_medium=social&utm_campaign=Press+Play+Connect&utm_content=7+Graphic+Medicine+and+Comic+Books
[4] https://twitter.com/JrnlMedLibAssn/status/1417570857707261955

Top URLs in Tweet in G1:
[4] https://www.youtube.com/watch?v=IpQ-pjpUPcc&feature=youtu.be

[3] https://exeterhealth.libguides.com/ld.php?content_id=33701878
[3] https://twitter.com/BookCreatorApp/status/1415463118919061509
[3] https://twitter.com/DHPSP/status/1365204782256951297
[2] https://disabilityin.org/what-we-do/disability-equality-index/
[2] https://healthfeedback.org/process/
[1] https://www.worldcat.org/title/fundamentals-of-human-embryology/oclc/43359387&referer=brief_results
[1] https://onlinelibrary.wiley.com/doi/10.1111/hir.12390?cookieSet=1
[1] https://abcnews.go.com/WNT/video/misinformation-covid-19-vaccines-urgent-threat-surgeon-general-78876053
[1] https://sciencefeedback.co/claim-reviews-framework/

Top URLs in Tweet in G2:
[48] https://rayyan.ai/users/sign_up
[20] https://rayyan.ai/reviews/125430
[4] https://systematicreviewsjournal.biomedcentral.com/articles/10.1186/s13643-021-01583-y
[2] https://ryn.ai/covid19
[2] https://ryn.ai/sign_up
[2] http://rayyan.ai/m

Top URLs in Tweet in G3:
[4] https://twitter.com/nlmdirector/status/1415752763644993536
[3] https://twitter.com/krafty/status/1415409010698817543
[3] https://slu.wd5.myworkdayjobs.com/en-US/Careers/job/Learning-Resources-Center/Medical-Reference-Librarian_2021-02714
[2] https://www.worldcat.org/title/fundamentals-of-human-embryology/oclc/43359387&referer=brief_results
[2] https://twitter.com/Surgeon_General/status/1415628833970085889
[1] https://twitter.com/bethany_mcgowan/status/1417897085022740484
[1] https://twitter.com/pelotonmed/status/1417726660414214144
[1] https://www.nih.gov/arpa-h/events
[1] https://handbook-5-1.cochrane.org/chapter_1/1_2_2_what_is_a_systematic_review.htm
[1] https://rayyan.ai/users/sign_up

Top URLs in Tweet in G4:
[1] https://macmla.org/nominate-a-colleague-for-mac-award-by-august-31-2021/
[1] https://twitter.com/NIHDataScience/status/1415072918002933761
[1] https://ocul-uo.primo.exlibrisgroup.com/primaws/shortPermalink/01OCUL_UO/1lm0b9c/alma991005237349705161
[1] https://twitter.com/librarianprblms/status/1415376055670558725
[1] https://www.clinicaltrials.gov/
[1] https://twitter.com/alexpetrovnia/status/1417550024360304649
[1] https://twitter.com/dch1309/status/1417670346879107074
[1] https://twitter.com/willmasonmusic/status/1415001664143114247
[1] https://twitter.com/GailSimone/status/1415720919545225216
[1] https://www.healthcareittoday.com/2021/07/21/ai-powered-behavior-change-in-healthcare-is-not-just-for-patients/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+EmrAndEhr+%28EMR+and+EHR%29

Top URLs in Tweet in G5:
[4] https://twitter.com/nnlmregion1/status/1234485452406542337
[3] https://twitter.com/SVisin/status/1415689482205073408
[2] https://twitter.com/amylibrarian/status/1415038787068080134
[2] https://umich.qualtrics.com/jfe/form/SV_djad4KrI1tRwfQN
[1] https://www.mlanet.org/blog/leadership-in-libraries-promoting-diverse,-equitable,-&-inclusive-environments-3539?source=5&utm_source=Twitter&utm_medium=social&utm_campaign=Blogs&utm_content=Leadership+in+Libraries:+Promoting+Diverse,+Equitable+%26+Inclusive+Environments
[1] https://twitter.com/Surgeon_General/status/1415628833970085889
[1] https://twitter.com/BMJ_EBM/status/1417065438530482177
[1] https://www.nytimes.com/2021/07/19/health/dr-paul-auerbach-dead.html

Top URLs in Tweet in G6:
[3] https://onlinelibrary.wiley.com/doi/10.4073/cmg.2016.1?cookieSet=1
[2] https://twitter.com/bethany_mcgowan/status/1417897085022740484
[2] https://ryn.ai/covid19
[2] https://rayyan.ai/users/sign_up
[2] https://twitter.com/healthlibraries/status/1417415885267013635
[1] https://twitter.com/carrieprice78/status/1414295724800593922
[1] https://twitter.com/StephanieRothSR/status/1415135465573916685
[1] https://ryn.ai/sign_up

Top URLs in Tweet in G7:
[4] https://www.mlanet.org/blog/leadership-in-libraries-promoting-diverse,-equitable,-&-inclusive-environments-3539?source=5&utm_source=Twitter&utm_medium=social&utm_campaign=Blogs&utm_content=Leadership+in+Libraries:+Promoting+Diverse,+Equitable+%26+Inclusive+Environments
[3] https://pressplayconnect.libsyn.com/mla-podcast-007-graphic-medicine-and-comic-books?utm_source=Twitter&utm_medium=social&utm_campaign=Press+Play+Connect&utm_content=7+Graphic+Medicine+and+Comic+Books
[1] http://www.medlib-ed.org/products/3065/whats-needed-to-make-a-literature-search-reproducible-an-introduction-to-prisma-s

Top URLs in Tweet in G8:
[3] https://countway.harvard.edu/news/countway-will-open-all-harvard-id-holders-june-14th

Top URLs in Tweet in G9:
[5] http://www.medlib-ed.org/products/2963/jmla-insider-all-you-need-to-know-to-publish-your-research
[4] https://twitter.com/JrnlMedLibAssn/status/1417570857707261955
[2] http://www.doody.com/dct/PublicFeaturedArticle.asp?SiteContentID=389
[2] https://twitter.com/KouMurayama/status/1417124470708477967
[1] https://twitter.com/GraphicMedicine/status/1417580829270740994
[1] https://twitter.com/nealhaddaway/status/1415176053098749953
[1] https://www.cracked.com/article_30748_4-reasons-why-we-avoid-talking-about-death-but-should.html

Top URLs in Tweet in G10:
[2] https://twitter.com/FDA_Drug_Info/status/1231985927662309378
[1] https://twitter.com/nlmdirector/status/1415752763644993536

Top Domains
Top Domains in Tweet in Entire Graph:
[73] rayyan.ai
[65] twitter.com
[7] ryn.ai
[6] medlib-ed.org
[6] mlanet.org
[5] wiley.com
[5] youtube.com
[4] biomedcentral.com
[4] libsyn.com
[3] worldcat.org

Top Domains in Tweet in G1:
[9] twitter.com
[5] youtube.com
[3] libguides.com
[2] disabilityin.org
[2] healthfeedback.org
[1] worldcat.org
[1] wiley.com
[1] go.com
[1] sciencefeedback.co
[1] businesswire.com

Top Domains in Tweet in G2:
[70] rayyan.ai
[4] biomedcentral.com
[4] ryn.ai

Top Domains in Tweet in G3:
[14] twitter.com
[3] myworkdayjobs.com
[2] worldcat.org
[2] ahrq.gov
[1] nih.gov
[1] cochrane.org
[1] rayyan.ai
[1] wiley.com
[1] qualtrics.com
[1] mlanet.org

Top Domains in Tweet in G4:
[7] twitter.com
[1] macmla.org
[1] exlibrisgroup.com
[1] clinicaltrials.gov
[1] healthcareittoday.com

Top Domains in Tweet in G5:
[11] twitter.com
[2] qualtrics.com
[1] mlanet.org
[1] nytimes.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] wiley.com
[3] ryn.ai
[2] rayyan.ai

Top Domains in Tweet in G7:
[4] mlanet.org
[3] libsyn.com
[1] medlib-ed.org

Top Domains in Tweet in G8:
[3] harvard.edu

Top Domains in Tweet in G9:
[8] twitter.com
[5] medlib-ed.org
[2] doody.com
[1] cracked.com

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[293] medlibs
[62] librarians
[58] phdchat
[57] academictwitter
[34] academicchatter
[31] phdvoice
[31] phdlife
[26] systematicreview
[22] systematicreviews
[21] thesis



Top Hashtags in Tweet in G1:
[29] medlibs
[7] meded
[5] medresearch
[5] medstudenttwitter
[4] unmciae
[4] scicomm
[3] unmcetc
[3] edtech
[3] publichealth
[3] research

Top Hashtags in Tweet in G2:
[79] medlibs
[54] academictwitter
[52] librarians
[52] phdchat
[30] academicchatter
[28] phdvoice
[28] phdlife
[22] systematicreview
[21] covid19
[20] coronavirus

Top Hashtags in Tweet in G3:
[48] medlibs
[5] datalibs
[3] filltheprint
[3] virtualpharmed
[2] systematicreviews
[2] librarians
[2] meded
[1] sysrev
[1] academictwitter
[1] phdchat

Top Hashtags in Tweet in G4:
[19] medlibs
[1] idea_ai_institute
[1] ailibraries
[1] datalibs
[1] librarylife
[1] canmedlibs
[1] hospitallibs
[1] framlibfriday
[1] framl
[1] rockyvistauniversity

Top Hashtags in Tweet in G5:
[30] medlibs
[9] canmedlibs
[3] citationmapping
[3] bibliometrics
[3] dataviz
[2] mesh
[2] mlauxcaucus
[2] expertsearching
[2] systematicreviews
[1] ukmedlibs

Top Hashtags in Tweet in G6:
[25] medlibs
[10] sysrev
[7] systematicreviews
[5] phdchat
[4] prismaflowdiagram
[4] s
[4] canmedlibs
[4] academicchatter
[4] librarians
[3] phdvoice

Top Hashtags in Tweet in G7:
[9] medlibs
[1] prisma
[1] aall21

Top Hashtags in Tweet in G8:
[3] harvard
[3] newatcountway
[3] welcometoyourlibrary
[3] medlibs

Top Hashtags in Tweet in G9:
[15] medlibs
[5] jmlapublish

Top Hashtags in Tweet in G10:
[4] medlibs
[2] purplebook

Top Words
Top Words in Tweet in Entire Graph:
[298] #medlibs
[93] rayyan
[62] #librarians
[62] #phdchat
[58] #academictwitter
[57] review
[56] systematic
[52] free
[46] researchers
[39] faster

Top Words in Tweet in G1:
[30] #medlibs
[7] #meded
[6] feedback
[6] possible
[5] endnote
[5] tip
[5] #medresearch
[5] #medstudenttwitter
[4] health
[4] create

Top Words in Tweet in G2:
[88] rayyan
[80] #medlibs
[56] #phdchat
[55] #academictwitter
[52] #librarians
[42] free
[38] review
[37] systematic
[36] faster
[35] researchers

Top Words in Tweet in G3:
[48] #medlibs
[16] articles
[14] nih
[13] nlm
[12] thank
[11] nlm_nih
[11] provide
[9] online
[9] library
[9] article

Top Words in Tweet in G4:
[19] #medlibs
[6] review
[3] time
[3] think
[3] results
[3] prevalence
[2] mac
[2] attending
[2] happy
[2] article

Top Words in Tweet in G5:
[30] #medlibs
[12] resources
[9] #canmedlibs
[8] eating
[8] binge
[7] keep
[7] going
[6] journal
[6] full
[6] articles

Top Words in Tweet in G6:
[25] #medlibs
[15] systematic
[10] #sysrev
[9] reviews
[8] review
[7] #systematicreviews
[6] campbellreviews
[5] searching
[5] librarian
[5] rayyan

Top Words in Tweet in G7:
[9] #medlibs
[8] learn
[7] more
[4] library
[4] manager
[4] opportunity
[4] lead
[4] change
[4] promote
[4] diverse

Top Words in Tweet in G8:
[6] id
[3] forget
[3] everyone
[3] entering
[3] countway
[3] present
[3] valid
[3] #harvard
[3] card
[3] order

Top Words in Tweet in G9:
[15] #medlibs
[5] excited
[5] free
[5] webinar
[5] jrnlmedlibassn
[5] #jmlapublish
[4] tomorrow
[4] providing
[4] perspective
[4] there'll

Top Words in Tweet in G10:
[4] #medlibs
[3] thank
[2] fda
[2] #purplebook
[2] available
[2] searchable
[2] online
[2] database

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] #medlibs,#librarians
[36] #librarians,#academictwitter
[35] #academictwitter,#phdchat
[34] systematic,reviews
[24] #phdchat,#phdvoice
[24] #phdvoice,#phdlife
[24] #phdlife,#academicchatter
[22] systematic,review
[21] using,rayyan
[21] rayyan,powerful

Top Word Pairs in Tweet in G1:
[6] #medlibs,#meded
[5] endnote,tip
[5] #medlibs,#medresearch
[5] #medresearch,#medstudenttwitter
[4] tip,possible
[4] possible,create
[4] create,bibliographies
[4] bibliographies,section
[4] section,chapters
[4] chapters,within

Top Word Pairs in Tweet in G2:
[45] #medlibs,#librarians
[34] #librarians,#academictwitter
[33] #academictwitter,#phdchat
[24] systematic,reviews
[21] rayyan,powerful
[21] #phdchat,#phdvoice
[21] #phdvoice,#phdlife
[21] #phdlife,#academicchatter
[20] using,rayyan
[20] dataset,making

Top Word Pairs in Tweet in G3:
[7] articles,print
[5] #medlibs,#datalibs
[4] please,nlmdirector
[4] nlmdirector,give
[4] give,idea
[4] idea,allow
[4] allow,nlm_nih
[4] nlm_nih,provide
[4] provide,copies
[4] copies,articles

Top Word Pairs in Tweet in G4:
[2] scoping,review
[2] systematic,review

Top Word Pairs in Tweet in G5:
[9] #medlibs,#canmedlibs
[6] full,articles
[5] gt,binge
[5] lt,maps
[5] binge,eating
[4] thinking,things
[4] things,thrown
[4] thrown,around
[4] around,lot
[4] lot,always

Top Word Pairs in Tweet in G6:
[9] systematic,reviews
[6] reviews,#medlibs
[6] systematic,review
[4] librarian,designed
[4] designed,searches
[4] searches,ran
[4] ran,provided
[4] provided,results
[4] results,helped
[4] helped,#prismaflowdiagram

Top Word Pairs in Tweet in G7:
[7] learn,more
[7] more,#medlibs
[4] library,manager
[4] manager,opportunity
[4] opportunity,lead
[4] lead,change
[4] change,promote
[4] promote,diverse
[4] diverse,equitable
[4] equitable,inclusive

Top Word Pairs in Tweet in G8:
[3] forget,id
[3] id,everyone
[3] everyone,entering
[3] entering,countway
[3] countway,present
[3] present,valid
[3] valid,#harvard
[3] #harvard,id
[3] id,card
[3] card,order

Top Word Pairs in Tweet in G9:
[5] free,webinar
[4] excited,free
[4] webinar,tomorrow
[4] tomorrow,providing
[4] providing,jrnlmedlibassn
[4] jrnlmedlibassn,perspective
[4] perspective,there'll
[4] there'll,takeaways
[4] takeaways,prospective
[4] prospective,authors

Top Word Pairs in Tweet in G10:
[2] #medlibs,fda
[2] fda,#purplebook
[2] #purplebook,available
[2] available,searchable
[2] searchable,online
[2] online,database

Top Replied-To
Top Replied-To in Entire Graph:
@rayyanapp
@thackerpd
@rogerhilfiker
@jrnlmedlibassn
@bibliovirtual
@noethematt
@mandosally
@bishopnaomi
@literary_jones
@angspenc

Top Replied-To in G1:
@thackerpd
@angspenc

Top Replied-To in G2:
@rayyanapp

Top Replied-To in G3:
@bibliovirtual
@bishopnaomi
@mandosally
@noethematt

Top Replied-To in G5:
@literary_jones
@janeschmidt

Top Replied-To in G6:
@rogerhilfiker
@carrieprice78

Top Replied-To in G9:
@jrnlmedlibassn

Top Replied-To in G10:
@lucasojesilva12

Top Mentioned
Top Mentioned in Entire Graph:
@nlm_nih
@nlmdirector
@rayyanapp
@campbellreviews
@jrnlmedlibassn
@unmc_iae
@openacademics
@medlibassn
@rootsandberries
@bookcreatorapp

Top Mentioned in G1:
@unmc_iae
@openacademics
@bookcreatorapp
@unmc_elearning
@unmc_iexcel
@lieberrian
@dhpsp
@unmcshpep
@shpepconnect
@stickermule

Top Mentioned in G2:
@rayyanapp

Top Mentioned in G3:
@nlm_nih
@nlmdirector
@clinicalkey
@elsevierconnect
@noethematt
@nihdirector
@esevetson
@mcsweeneys
@pelotonmed
@cochranelibrary

Top Mentioned in G4:
@newcomblibrary

Top Mentioned in G5:
@itsmerubylee_76
@tcshields
@prof_eabad
@carrieprice78
@endnotenews

Top Mentioned in G6:
@campbellreviews
@rootsandberries

Top Mentioned in G7:
@medlibassn
@prismasearch

Top Mentioned in G8:
@harvardmed
@harvardchansph
@hmspostdoc
@harvardgsas
@harvard

Top Mentioned in G9:
@jrnlmedlibassn
@chicalibrarian
@nlmdirector
@nlm_nih

Top Mentioned in G10:
@gracieemdoc
@tbrigham

Top Tweeters
Top Tweeters in Entire Graph:
@artificialbra1n
@ml_tweet_bot
@pfanderson
@evidencerobot
@wired
@noethematt
@donotinnovate
@stickermule
@thartman2u
@telehealthbot

Top Tweeters in G1:
@pfanderson
@stickermule
@thartman2u
@lieberrian
@thackerpd
@bookcreatorapp
@nursingstudents
@somedocs
@openacademics
@the__e_g_g

Top Tweeters in G2:
@artificialbra1n
@ml_tweet_bot
@donotinnovate
@b0tsci
@epi_twit
@abraham_rmi
@publichealthbot
@phdfriendsana
@hammady
@jesuisprecious

Top Tweeters in G3:
@telehealthbot
@mcsweeneys
@mandosally
@bibliovirtual
@krafty
@angspenc
@thirsty4snapple
@nlm_nih
@elsevierconnect
@cochranelibrary

Top Tweeters in G4:
@hurstej
@pennnursinglib
@s_schulte
@newcomblibrary
@pat_devine
@rdfallis
@nnlmregion5
@ragamouf
@librarianjamia
@nihdatascience

Top Tweeters in G5:
@janeschmidt
@midnitelibrary
@chelseamisquith
@libgirl09
@ltniita
@tcshields
@katemsaylor
@wonderbrarian
@prof_eabad
@endnotenews

Top Tweeters in G6:
@evidencerobot
@uct_ichlibrary
@rogerhilfiker
@caitrionalee
@campbellreviews
@anne_infospec
@carrieprice78
@nhsggclibrary
@metaevidence
@hhslnew

Top Tweeters in G7:
@josmel1
@ummslibrary
@pratt_library
@medlibassn
@krisalpi
@marlowebogino
@prismasearch
@brianac31923381

Top Tweeters in G8:
@aliraja_md
@harvard
@harvardchansph
@harvardmed
@hmscountway
@harvardgsas
@elainemartin2
@hmspostdoc

Top Tweeters in G9:
@noethematt
@chicalibrarian
@librarianliss
@alexjcarroll
@jrnlmedlibassn
@medlib_stacy
@scintegrity

Top Tweeters in G10:
@bishopnaomi
@lucasojesilva12
@gracieemdoc
@tbrigham
@nnlmregion1