#ACRL2019, Twitter, 4/11/2019 4:25:27 PM, 193399


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#ACRL2019_2019-04-11_08-58-35.xlsx
#ACRL2019_2019-04-11_08-58-35.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 11, 2019
Short Description:
#ACRL2019 via NodeXL http://bit.ly/2KsEp3N
@acrl2019
@ala_acrl
@librariesval
@nexgenlibrarian
@michele_norris
@kevinseeber
@viet_t_nguyen
@maraebrarian
@turnedpageist
@karinahagelin

Top hashtags:
#acrl2019
#cleveland
#framingfye
#acrl19
#oer
#acrl
#libraries
#woclib

Description:
Description
The graph represents a network of 1,499 Twitter users whose recent tweets contained "#ACRL2019", 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, 11 April 2019 at 16:02 UTC.

The tweets in the network were tweeted over the 9-day, 20-hour, 36-minute period from Monday, 01 April 2019 at 19:22 UTC to Thursday, 11 April 2019 at 15:58 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 : 1499
Unique Edges : 3065
Edges With Duplicates : 2884
Total Edges : 5949
Self-Loops : 1984
Reciprocated Vertex Pair Ratio : 0.051939513477975
Reciprocated Edge Ratio : 0.09875
Connected Components : 212
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 1200
Maximum Edges in a Connected Component : 5525
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.036875
Graph Density : 0.00142507109768773
Modularity : 0.369118
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://www.wocandlib.org/features/2019/4/10/call-for-content
[20] https://twitter.com/marklclemente/status/1115736759080505344
[16] https://twitter.com/jdelreal/status/1115423152199229440
[14] https://scholarlykitchen.sspnet.org/2019/04/09/acrl-2019-recasting-the-narrative/
[13] http://thatpsychprof.com/5rs-for-open-pedagogy/
[10] http://www.ala.org/acrl/conferences/acrl2019/papers
[9] https://theracecardproject.com/
[8] https://theracecardproject.com
[7] https://twitter.com/lorinland/status/1115023556553924609
[7] https://twitter.com/CityThatReads/status/1113446885723922433

Top URLs in Tweet in G1:
[28] https://www.wocandlib.org/features/2019/4/10/call-for-content
[12] https://twitter.com/jdelreal/status/1115423152199229440
[7] https://twitter.com/marklclemente/status/1115736759080505344
[6] https://twitter.com/lorinland/status/1115023556553924609
[5] https://theracecardproject.com/
[5] https://twitter.com/CityThatReads/status/1113446885723922433
[3] https://twitter.com/karinahagelin/status/1116348111885099008
[3] https://twitter.com/SoulCitySigma/status/1116333117491560449
[3] https://acrlog.org/2019/04/09/preparing-for-acrl2019/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/kidsilkhaze/status/1115293506946387968

Top URLs in Tweet in G2:
[4] https://twitter.com/marklclemente/status/1115736759080505344
[4] https://theracecardproject.com
[4] http://pub.e.overdrive.com/ACRL2019
[3] https://theracecardproject.com/
[3] https://www.wocandlib.org/features/2019/4/10/call-for-content
[3] https://www.dropbox.com/s/j3j2d685lfwp2m1/ACRL2019_ParticipantImplicitBiasCurriculum.docx?dl=0
[2] https://www.panoramaproject.org/
[2] https://s4.goeshow.com/acrl/national/2019/profile.cfm?profile_name=session&master_key=7C886159-9FFB-B082-4612-ACFC20D4836B&page_key=126CB9A0-B53A-2A1E-9827-DF2938A26C80&xtemplate&userLGNKEY=0
[2] https://docs.google.com/forms/d/e/1FAIpQLScvvvwYe3Dpwed0HbdzpH-Vgdf1wyjIEDWfYULqfQLR0DrAhg/viewform
[2] https://www.instagram.com/p/BwF5vsWDnPB/

Top URLs in Tweet in G3:
[2] https://powernotes.com/
[1] http://louis.libsurveys.com/ACRL
[1] https://twitter.com/terrainsvagues/status/1113624981710278657
[1] https://www.infobase.com/press_releases/acrl-come-see-whats-new-at-booth-700/
[1] https://twitter.com/acrl_is/status/1114175736426975232
[1] https://www.uksg.org/event/conference19
[1] https://conference.acrl.org/
[1] https://www.cni.org/events/membership-meetings/upcoming-meeting/spring-2019
[1] https://www.force11.org/fsci
[1] http://www.happydogcleveland.com/

Top URLs in Tweet in G4:
[12] http://thatpsychprof.com/5rs-for-open-pedagogy/
[5] http://www.ala.org/acrl/conferences/acrl2019/papers
[4] https://acrl2019-acrl.ipostersessions.com/default.aspx?s=DA-12-1B-18-20-E5-EC-07-92-4A-8D-71-53-EE-80-A7
[3] https://www.facebook.com/LENACohio/
[1] https://twitter.com/library_connect/status/1116102102277939201
[1] https://s4.goeshow.com/acrl/national/2019/profile.cfm?profile_name=session&master_key=01C571ED-D1FF-D26A-5DF8-2CAC8BB8ED73&page_key=126CB9A0-B53A-2A1E-9827-DF2938A26C80&xtemplate&userLGNKEY=0
[1] https://en.oxforddictionaries.com/definition/question
[1] http://www.ala.org/acrl/sites/ala.org.acrl/files/content/conferences/confsandpreconfs/2019/CannabisisaBlueStateWord.pdf
[1] https://conference.acrl.org/land-acknowledgement-resources/
[1] http://committeeof500yearsofdignityandresistance.com/history.html

Top URLs in Tweet in G5:
[5] https://twitter.com/marklclemente/status/1115736759080505344
[4] http://mktg.credoreference.com/maximize-library-instruction-with-credo-at-acrl-2019
[4] https://library.osu.edu/blogs/director/2019/04/03/ohio-state-university-libraries-at-acrl/
[3] http://www.ala.org/acrl/conferences/acrl2019/papers
[3] https://conference.acrl.org/
[2] https://www.acrl.ala.org/acrlinsider/archives/17481
[2] https://theracecardproject.com
[2] http://blog.credoreference.com/recasting-the-narrative-librarians-as-storytellers-in-a-changing-world
[2] https://clarivate.com/products/web-of-science/
[2] http://fdslive.oup.com/www.oup.com/academic/pdf/online/ACRL19_PROGRAM_AD.pdf

Top URLs in Tweet in G6:
[5] https://librarynews.lmu.edu/2019/04/lmu-librarians-presenting-at-acrl-2019/
[2] https://www.wocandlib.org/features/2019/4/10/call-for-content
[2] https://twitter.com/chrislhayes/status/1115725327106547713
[1] https://lithub.com/viet-thanh-nguyen-how-not-to-bore-your-audience-at-a-reading/
[1] https://twitter.com/lorinland/status/1115023556553924609
[1] https://twitter.com/marklclemente/status/1115737214485450752
[1] http://www.ala.org/advocacy/spectrum/acrl-2019-presentations
[1] https://theracecardproject.com/
[1] http://www.mytaza.com
[1] https://conference.acrl.org/statement-of-conduct

Top URLs in Tweet in G7:
[12] https://scholarlykitchen.sspnet.org/2019/04/09/acrl-2019-recasting-the-narrative/
[4] https://sr.ithaka.org/blog/what-to-watch-for-at-acrl-2019-research-data-edition/
[2] https://s4.goeshow.com/acrl/national/2019/conference_schedule.cfm#04/11/19
[2] https://twitter.com/DiversityWoman/status/1115996645026607104
[1] http://www.ala.org/acrl/sites/ala.org.acrl/files/content/conferences/confsandpreconfs/2019/WhenEnoughisntEnough.pdf
[1] https://twitter.com/marklclemente/status/1115736759080505344
[1] https://twitter.com/ACLU/status/1116084858005196800
[1] https://theracecardproject.com
[1] https://www.instagram.com/p/BwHZjrBDh1n/?utm_source=ig_twitter_share&igshid=zww7y74fdu9p
[1] https://www.instagram.com/p/BwHpJW7jjuW/?utm_source=ig_twitter_share&igshid=xnvcez2n9jev

Top URLs in Tweet in G8:
[1] https://www.ebsco.com/blog/article/visit-ebsco-at-acrl-in-cleveland?utm_medium=social&utm_source=twitter&utm_campaign=eo_all_acrl-in-cleveland_20190410&utm_content=a
[1] https://www.ebsco.com/blog/article/visit-ebsco-at-acrl-in-cleveland?utm_medium=social&utm_source=twitter&utm_campaign=eo_all_acrl-in-cleveland_20190410&utm_content=e
[1] https://rc.library.uta.edu/uta-ir/handle/10106/25646
[1] https://twitter.com/winelibrarian/status/1115599128304787457
[1] https://www.youtube.com/watch?v=LvoV2Lfk7Qg&feature=youtu.be

[1] https://www.youtube.com/watch?v=7xxgRUyzgs0&feature=youtu.be

[1] https://docs.google.com/document/d/1n2Z7yEYAdM4fq2bJHlWflfONBeiawb0GtpAsocu9uAI/mobilebasic
[1] https://www.atla.com/event/atla-evening-reception-at-acrl/#.XKJ5l6rz2bg.twitter
[1] https://twitter.com/Rktoothis/status/1116319007303401473
[1] https://twitter.com/janaag/status/1116290461835120640

Top URLs in Tweet in G9:
[2] https://www.menti.com/
[2] https://researchbysubject.bucknell.edu/framework
[2] https://drive.google.com/drive/folders/1CzLYy9Pg9-9rbBkdox-je8Y0mqNpLUXX?usp=sharing
[1] https://libraryconnect.elsevier.com/articles/join-us-acrl-2019-sessions-ai-leading-liaisons-future-research-and-more?utm_source=twitter&utm_medium=spredfast&utm_content=sf209074542&utm_campaign=Library%20Connect&sf209074542=1
[1] https://docs.google.com/forms/d/e/1FAIpQLScMtykuej30HtrPtTqoDXgYMgQzgd6Pdx-8lJbPsylcdFymqg/viewform?sf210689618=1
[1] https://docs.google.com/forms/d/e/1FAIpQLScMtykuej30HtrPtTqoDXgYMgQzgd6Pdx-8lJbPsylcdFymqg/viewform?sf210689871=1
[1] https://libraryconnect.elsevier.com/articles/join-us-acrl-2019-sessions-ai-leading-liaisons-future-research-and-more?utm_source=twitter&utm_medium=spredfast&utm_content=sf210689971&utm_campaign=Library%20Connect&sf210689971=1
[1] https://libraryconnect.elsevier.com/articles/join-us-acrl-2019-sessions-ai-leading-liaisons-future-research-and-more?utm_source=twitter&utm_medium=spredfast&utm_content=sf210327460&utm_campaign=Library%20Connect&sf210327460=1
[1] https://www.google.com/maps/d/viewer?mid=1UaLywMKhHN8dPljTFq8CJIKRiqFZ5BEu&usp=sharing
[1] https://twitter.com/ALA_ACRL/status/1115671351187005440

Top URLs in Tweet in G10:
[5] https://www.eventbrite.com/e/oclc-events-at-acrl-2019-tickets-56039626030
[2] https://www.pscp.tv/w/b385TzFlVlFZQm5XZ1BkS0x8MXZBeFJXbkJERFlLbBUD3ktrJx2ylVxdsAej9Su2a3xfe88ZYM5REsxyJCpL
[1] http://r.socialstudio.radian6.com/7747bbc8-bd7e-48b7-83ba-1125486d888b
[1] http://www.ala.org/acrl/sites/ala.org.acrl/files/content/conferences/confsandpreconfs/2019/TenureNotRequired.pdf
[1] https://doi-org.leo.lib.unomaha.edu/10.1080/01462679.2019.1597799
[1] https://www.tandfonline.com/doi/full/10.1080/01462679.2019.1597799#.XKya9ZCE__E.twitter
[1] https://www.tsa.gov/travel/security-screening/whatcanibring/items/bread-machine
[1] https://twitter.com/jdelreal/status/1115423152199229440
[1] http://www.ala.org/acrl/sites/ala.org.acrl/files/content/conferences/confsandpreconfs/2019/ContainerCollapseandInformationRemix.pdf
[1] http://hoaxes.org/archive/permalink/bonsai_kitten

Top Domains
Top Domains in Tweet in Entire Graph:
[250] twitter.com
[36] wocandlib.org
[30] instagram.com
[30] ala.org
[28] goeshow.com
[21] google.com
[17] theracecardproject.com
[15] sspnet.org
[13] thatpsychprof.com
[13] acrl.org

Top Domains in Tweet in G1:
[98] twitter.com
[30] wocandlib.org
[6] theracecardproject.com
[6] google.com
[5] riseup.net
[5] ala.org
[4] acrlog.org
[2] acrl.org
[1] lithub.com
[1] hbr.org

Top Domains in Tweet in G2:
[31] twitter.com
[7] theracecardproject.com
[6] instagram.com
[5] overdrive.com
[4] google.com
[4] goeshow.com
[3] wocandlib.org
[3] dropbox.com
[3] lnkd.in
[2] acrl.org

Top Domains in Tweet in G3:
[10] twitter.com
[7] instagram.com
[2] powernotes.com
[1] libsurveys.com
[1] infobase.com
[1] uksg.org
[1] acrl.org
[1] cni.org
[1] force11.org
[1] happydogcleveland.com

Top Domains in Tweet in G4:
[14] twitter.com
[12] thatpsychprof.com
[10] goeshow.com
[9] ala.org
[4] ipostersessions.com
[3] facebook.com
[2] instagram.com
[2] swarmapp.com
[1] oxforddictionaries.com
[1] acrl.org

Top Domains in Tweet in G5:
[19] twitter.com
[7] credoreference.com
[6] ala.org
[4] clarivate.com
[4] acrl.org
[4] osu.edu
[2] theracecardproject.com
[2] instagram.com
[2] oup.com
[1] acrlog.org

Top Domains in Tweet in G6:
[9] twitter.com
[5] lmu.edu
[3] wocandlib.org
[2] ala.org
[2] acrl.org
[2] goeshow.com
[2] springshare.com
[1] lithub.com
[1] theracecardproject.com
[1] mytaza.com

Top Domains in Tweet in G7:
[13] sspnet.org
[10] twitter.com
[6] goeshow.com
[5] ithaka.org
[4] instagram.com
[1] ala.org
[1] theracecardproject.com
[1] meganoakleaf.info

Top Domains in Tweet in G8:
[11] twitter.com
[4] ebsco.com
[2] youtube.com
[2] grogshop.gs
[2] ticketfly.com
[1] uta.edu
[1] google.com
[1] atla.com
[1] wegow.com

Top Domains in Tweet in G9:
[5] google.com
[4] twitter.com
[4] instagram.com
[3] elsevier.com
[2] menti.com
[2] bucknell.edu

Top Domains in Tweet in G10:
[5] eventbrite.com
[2] pscp.tv
[2] ala.org
[1] radian6.com
[1] unomaha.edu
[1] tandfonline.com
[1] tsa.gov
[1] twitter.com
[1] hoaxes.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4103] acrl2019
[65] cleveland
[64] framingfye
[48] acrl19
[39] oer
[37] acrl
[36] libraries
[33] woclib
[30] acrl2019teaching
[28] keynote



Top Hashtags in Tweet in G1:
[1053] acrl2019
[28] woclib
[26] acrl2019teaching
[17] library
[16] pocinlis
[12] 5adayhotelstay
[11] critlib
[10] infolit
[8] zines
[8] framingfye

Top Hashtags in Tweet in G2:
[979] acrl2019
[23] keynote
[20] cleveland
[15] acrl19
[15] escapethelibrary
[10] oer
[8] belongstudyspace
[8] acrl
[7] medlibs
[7] michellenorris

Top Hashtags in Tweet in G3:
[230] acrl2019
[5] acrlleftbehind
[4] cni19s
[4] acrl2019_shoes
[3] cleveland
[2] acrl19
[2] microfilm
[2] libraries
[2] fomo
[2] room4change

Top Hashtags in Tweet in G4:
[290] acrl2019
[24] oer
[15] openpedagogy
[15] oerlibrarian
[12] openped
[12] oep
[11] scholcomm
[8] acrl19gradscopes
[7] infolit
[7] lisoer

Top Hashtags in Tweet in G5:
[356] acrl2019
[11] kohails
[9] code4lib
[8] c4lib
[8] opensource
[7] cleveland
[7] librarians
[7] oss
[6] acrl19
[6] chatopens

Top Hashtags in Tweet in G6:
[194] acrl2019
[12] acrl
[10] cleveland
[10] libraries
[6] alaspectrum
[6] acrl19
[5] librarieswehere
[3] ai
[3] libguides
[2] librariansofcolor

Top Hashtags in Tweet in G7:
[188] acrl2019
[12] diversity
[6] cleveland
[6] framingfye
[5] acrldesignmatters
[5] scholcomm
[4] acrl19
[4] learninganalytics
[2] data
[2] theracecardproject

Top Hashtags in Tweet in G8:
[106] acrl2019
[5] dh
[4] cleveland
[2] opensource
[2] spotthelibrarian
[1] userjourney
[1] userexperience
[1] academiclibrary
[1] experimentalhumanities
[1] digitalhumanities

Top Hashtags in Tweet in G9:
[155] acrl2019
[45] framingfye
[15] acrl19gradscopes
[3] data
[1] ohio
[1] cleveland
[1] acrl
[1] libraries
[1] muchliblove
[1] onlyexplanationthatmakessense

Top Hashtags in Tweet in G10:
[64] acrl2019
[6] oclcresearch
[5] opencontent
[4] scholarlyidentity
[3] cleveland
[3] linkeddata
[2] worldcat
[2] anxiety
[2] openaccess
[1] library

Top Words
Top Words in Tweet in Entire Graph:
[3452] Words in Sentiment List#1: Positive
[1224] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[94492] Non-categorized Words
[99167] Total Words
[4103] #acrl2019
[384] cleveland
[384] s
[347] library
[324] out

Top Words in Tweet in G1:
[1053] #acrl2019
[126] s
[97] library
[93] work
[90] power
[87] out
[84] panel
[81] woc
[74] t
[70] being

Top Words in Tweet in G2:
[979] #acrl2019
[116] viet_t_nguyen
[73] s
[67] t
[66] race
[65] michele_norris
[64] conference
[64] cleveland
[61] out
[59] people

Top Words in Tweet in G3:
[230] #acrl2019
[30] cleveland
[30] conference
[23] booth
[18] stop
[16] see
[15] out
[13] first
[13] library
[13] great

Top Words in Tweet in G4:
[290] #acrl2019
[47] library
[36] those
[33] students
[32] maraebrarian
[31] friends
[31] please
[30] open
[29] new
[29] s

Top Words in Tweet in G5:
[356] #acrl2019
[74] cleveland
[73] booth
[61] ala_acrl
[45] stop
[41] library
[40] see
[34] s
[31] conference
[29] academic

Top Words in Tweet in G6:
[194] #acrl2019
[35] out
[32] talk
[32] let's
[30] library
[29] panel
[28] check
[28] going
[28] librarians
[27] week

Top Words in Tweet in G7:
[188] #acrl2019
[22] tsk
[21] cleveland
[18] out
[18] faculty
[18] looking
[18] lisalibrarian
[17] forward
[16] now
[16] see

Top Words in Tweet in G8:
[106] #acrl2019
[32] youratla
[29] ebsco
[20] s
[18] booth
[15] see
[15] new
[14] swipe
[14] laurabrarian
[12] 235

Top Words in Tweet in G9:
[155] #acrl2019
[45] #framingfye
[31] framework
[26] students
[25] icpsr
[24] s
[23] first
[21] booth
[20] faculty
[15] #acrl19gradscopes

Top Words in Tweet in G10:
[64] #acrl2019
[20] hear
[18] reminder
[18] colleagues
[17] millennial
[17] comments
[17] generation
[17] badgersssss
[13] oclc
[12] session

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[109] check,out
[105] michele,norris
[96] next,week
[95] going,#acrl2019
[87] cleveland,#acrl2019
[83] don,t
[76] stop,booth
[75] viet_t_nguyen,#acrl2019
[75] looking,forward
[71] #acrl2019,next

Top Word Pairs in Tweet in G1:
[41] woc,lib
[40] feminized,feminist
[37] michele,norris
[32] going,#acrl2019
[30] viet_t_nguyen,#acrl2019
[30] next,week
[29] endurance,transformation
[29] #acrl2019,next
[28] check,out
[28] lib,issuing

Top Word Pairs in Tweet in G2:
[47] michele,norris
[41] viet_t_nguyen,#acrl2019
[31] viet,thanh
[31] thanh,nguyen
[27] race,card
[27] don,t
[25] card,project
[24] successful,colonization
[20] american,dream
[18] check,out

Top Word Pairs in Tweet in G3:
[10] stop,booth
[7] looking,forward
[6] cleveland,#acrl2019
[5] acrl,conference
[5] great,conference
[5] visit,booth
[5] viet,thanh
[5] thanh,nguyen
[4] way,#acrl2019
[4] #acrl2019,great

Top Word Pairs in Tweet in G4:
[23] those,travelling
[23] travelling,acrl2019
[23] acrl2019,let's
[23] let's,take
[23] take,moment
[23] moment,learn
[23] learn,history
[23] history,colonization
[23] colonization,assimilation
[22] maraebrarian,those

Top Word Pairs in Tweet in G5:
[18] stop,booth
[17] cleveland,#acrl2019
[17] ala_acrl,#acrl2019
[16] academic,libraries
[16] looking,forward
[14] toolkit,designed
[14] designed,help
[13] project,outcome
[13] outcome,academic
[13] free,toolkit

Top Word Pairs in Tweet in G6:
[28] check,out
[24] library,land
[23] going,#acrl2019
[23] hi,hiring
[23] hiring,people
[23] people,library
[23] land,#acrl2019
[23] #acrl2019,job
[23] job,market
[23] market,let's

Top Word Pairs in Tweet in G7:
[16] looking,forward
[13] see,tsk
[13] tsk,chef
[13] chef,lisalibrarian
[13] lisalibrarian,looking
[13] forward,#acrl2019
[10] #acrl2019,sessions
[9] sessions,find
[9] find,tsk
[9] tsk,chefs

Top Word Pairs in Tweet in G8:
[12] booth,235
[11] youratla,collectors
[11] religion,theology
[8] collectors,connections
[8] soft,skills
[7] stop,booth
[7] see,new
[7] new,look
[7] digital,humanities
[7] swipe,right

Top Word Pairs in Tweet in G9:
[14] #acrl19gradscopes,#acrl2019
[14] icpsr,representative
[12] #acrl2019,#framingfye
[10] #framingfye,#acrl2019
[10] first,year
[10] meet,icpsr
[9] booth,232
[7] grad,students
[6] icpsr,booth
[6] come,talk

Top Word Pairs in Tweet in G10:
[17] reminder,millennial
[17] millennial,colleagues
[17] colleagues,#acrl2019
[17] #acrl2019,hear
[17] hear,comments
[17] comments,generation
[16] badgersssss,reminder
[10] social,justice
[10] justice,core
[10] core,professional

Top Replied-To
Top Replied-To in Entire Graph:
@viet_t_nguyen
@acrl2019
@michele_norris
@arellanover
@ala_acrl
@youratla
@chiuchiutrain
@donnarosemary
@thegnarrator
@warmaiden

Top Replied-To in G1:
@viet_t_nguyen
@arellanover
@chiuchiutrain
@librarian_lali
@kaetrena
@alanakumbier
@acrl_rig
@thegnarrator
@acrl2019
@thenotorioussjc

Top Replied-To in G2:
@viet_t_nguyen
@acrl2019
@michele_norris
@warmaiden
@donnarosemary
@foureyedsoul
@loidagarciafebo
@hurstej
@librariananaya
@blendedlib

Top Replied-To in G4:
@blendedlib
@thesheck
@winelibrarian
@ericayhayes
@midnitelibrary
@deettamjones
@foureyedsoul
@thatpsychprof
@vickysteeves

Top Replied-To in G5:
@winelibrarian
@ala_acrl
@geekandahalf
@thegnarrator
@sculibrarian
@laurenpressley

Top Replied-To in G6:
@arellanover

Top Replied-To in G7:
@librarywillie
@libjuiceacademy
@acrl2019
@marklclemente
@alalibrary
@lbooker
@ala_acrl
@angelinanz
@jennatweets
@hurstej

Top Replied-To in G8:
@youratla
@librarianm0m
@timothybeal
@lilrc
@acrl2019

Top Replied-To in G9:
@beccakatharine
@uncglib
@icpsr
@poliscibrarian
@risingstarcle
@librariankqm
@saguaromelee

Top Replied-To in G10:
@badgersssss

Top Mentioned
Top Mentioned in Entire Graph:
@viet_t_nguyen
@acrl2019
@ala_acrl
@michele_norris
@eamontewell
@maraebrarian
@arellanover
@kevinseeber
@lorinland
@lonyemeh

Top Mentioned in G1:
@eamontewell
@viet_t_nguyen
@arellanover
@bpfiedler
@lorinland
@lonyemeh
@taridachai
@rwgammons
@mishiebhat
@camille_chesley

Top Mentioned in G2:
@viet_t_nguyen
@michele_norris
@acrl2019
@ala_acrl
@nexgenlibrarian
@tadawes
@laurenpressley
@loidagarciafebo
@librarywillie
@britkuckel

Top Mentioned in G3:
@nmicrographics
@newsbank
@ssulib

Top Mentioned in G4:
@maraebrarian
@acrl2019
@kevinseeber
@thatpsychprof
@open_textbooks
@tceles_b_hsup
@rachellux
@ncsulibraries
@sparc_na
@micahvandegrift

Top Mentioned in G5:
@ala_acrl
@winelibrarian
@webofscience
@marklclemente
@acrl2019
@aip_publishing
@eamontewell
@rlpgbooks
@b_l_black
@equinoxoli

Top Mentioned in G6:
@turnedpageist
@catladylib
@roselovec
@alannaaiko
@ginamurrell1
@lmulibrary
@ala_spectrum
@maraebrarian
@acrl2019
@arellanover

Top Mentioned in G7:
@lisalibrarian
@acrl2019
@alexiahudson
@oaktreemob
@scholarlykitchn
@rsspringer1
@ithakasr
@dm_cooper
@obielib
@cwolffeisenberg

Top Mentioned in G8:
@youratla
@ebsco
@laurabrarian
@mackymoo
@viet_t_nguyen
@acrl2019
@margotlyon
@frierson
@timothybeal
@mkudzia

Top Mentioned in G9:
@icpsr
@annaleeshelton
@maggiehm
@annamcubed
@librariankqm
@melissalh07
@saguaromelee
@jenbonnet
@poliscibrarian
@badgersssss

Top Mentioned in G10:
@badgersssss
@oclc
@_incunabula
@kevinseeber
@acrl2019
@rsicstudy
@jladam10
@hailthefargoats
@ala_acrl
@mishiebhat

Top Tweeters
Top Tweeters in Entire Graph:
@juandoming
@igallupd
@pfanderson
@tuphlos
@janniaragon
@quick13
@pennyb
@whtabtpineapple
@adr
@younglibrarian

Top Tweeters in G1:
@pennyb
@librariesval
@oldcrownest
@jacobsberg
@donnalanclos
@katesherrill
@thetattooedprof
@schomj
@walkyouhome
@magpielibrarian

Top Tweeters in G2:
@pfanderson
@tuphlos
@whtabtpineapple
@adr
@npr
@lyft
@google
@ashuping
@mbonvoyassist
@txescu

Top Tweeters in G3:
@friendycat
@annehaines
@jenfoolery
@psyckology
@sjopierce
@pmhswe
@dwhren
@khamsin
@fecmme
@weelibrarian

Top Tweeters in G4:
@juandoming
@janniaragon
@kimtairi
@evidencerobot
@marccold
@fdsayre
@bibliojo
@ferli90
@aliversluis
@ifrank

Top Tweeters in G5:
@quick13
@younglibrarian
@starbucks
@winelibrarian
@laurabrevitz
@hannu_harjunmaa
@geekandahalf
@nbni_books
@jefftanchak19
@lexisnexis

Top Tweeters in G6:
@iluvhorseracing
@james3neal
@anthropunk
@herhandsmyhands
@archivesmaarja
@packers
@quebishop
@iluvlibraries
@kbrancolini
@kboughida

Top Tweeters in G7:
@lisalibrarian
@bibliosophus
@cleardiff
@susanorlean
@alexiahudson
@scicommbot
@aarontay
@rschon
@slwalter123
@utpjournals

Top Tweeters in G8:
@igallupd
@olinj
@thehigherdead
@bookowl
@theiet
@bloomsburypub
@real_person_dh
@laurabrarian
@fletcherdurant
@meltbargrilled

Top Tweeters in G9:
@sciencemagazine
@bucknellu
@mangolanguages
@julezig
@parnopaeus
@georgiasouthern
@lyndamk
@library_connect
@pittlibraries
@templelibraries

Top Tweeters in G10:
@alstarkey
@mz_christie
@xabuci
@dan_a_lowe
@friede
@oclc
@sarahoelker
@mskcc_library
@badgerbouse
@elleinlibrary


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