SLAhq, Twitter, 3/16/2019 6:32:39 AM, 190571


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SLAhq_2019-03-15_23-29-08.xlsx
SLAhq_2019-03-15_23-29-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2019
Short Description:
SLAhq via NodeXL http://bit.ly/2FaEOCd
@slahq
@dumbartonoaks
@halkirkwood
@seemarampersad
@zappleci
@rosiestep
@slanewengland
@lisprochat
@knowldgelinking
@cmgeluk

Top hashtags:
#slaers
#sla2019
#slaleads
#infopros
#lisprochat
#librarians
#librarian
#alwayssla

Description:
Description
The graph represents a network of 281 Twitter users whose tweets in the requested range contained "SLAhq", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 March 2019 at 06:29 UTC.

The requested start date was Saturday, 16 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 73-day, 11-hour, 40-minute period from Tuesday, 01 January 2019 at 03:00 UTC to Friday, 15 March 2019 at 14:41 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 : 281
Unique Edges : 554
Edges With Duplicates : 822
Total Edges : 1376
Number of Edge Types : 3
Mentions : 1104
Replies to : 165
Tweet : 107
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.137440758293839
Reciprocated Edge Ratio : 0.241666666666667
Connected Components : 12
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 262
Maximum Edges in a Connected Component : 1360
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.712974
Graph Density : 0.00915099135739705
Modularity : 0.273827
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://lisprochat.blogspot.com/2019/02/lisprochat-lead-in-topic-questions-for_4.html
[7] https://connect.sla.org/ac2019/home
[6] https://www.facebook.com/events/446646695870083/?ti=as
[5] https://twitter.com/SLAhq/status/1090310735454982157
[5] https://twitter.com/LISprochat/status/1084631184477442048
[5] https://twitter.com/DCLALibrarians/status/1083726238588567553
[4] http://www.copyright.com/blog/information-professionals-top-tips-2019/
[4] https://twitter.com/SLAhq/status/1105104885282979840
[4] https://www.sla.org/learn/web-chats/?utm_source=Vocus&utm_medium=email&utm_campaign=Special%20Libraries%20Association&utm_content=Presidential%20Talk
[4] https://twitter.com/SLAhq/status/1104117081014980608

Top URLs in Tweet in G1:
[7] https://connect.sla.org/ac2019/home
[3] https://www.sla.org/get-involved/awards/awards-descriptions/
[3] https://www.sla.org/learn/webinars/?utm_source=Vocus&utm_medium=email&utm_campaign=Special%20Libraries%20Association&utm_content=Trending%20Technologies%20Webinar
[2] https://www.sla.org/attend/sla-2019-leadership-symposium/hotelinfo/
[2] https://hq.sla.org/cvweb_sla/cgi-bin/Registerdll.dll/RegistrationForm?sessionaltcd=COPY-18&wrp=RegistrationFormQ.html
[2] https://www.surveymonkey.com/r/6KDP865
[2] https://connect.sla.org/ac2019/registration/reginfo
[1] https://twitter.com/i/web/status/1076873836308639746
[1] https://twitter.com/i/web/status/1075519817908740096
[1] https://www.sla.org/attend/sla-2019-leadership-symposium/register/

Top URLs in Tweet in G2:
[7] https://lisprochat.blogspot.com/2019/02/lisprochat-lead-in-topic-questions-for_4.html
[2] https://twitter.com/SLAhq/status/1105104885282979840
[2] https://twitter.com/SLAhq/status/1090310735454982157
[2] http://www.copyright.com/blog/information-professionals-top-tips-2019/
[2] https://twitter.com/LISprochat/status/1084631184477442048
[2] https://twitter.com/slahq/status/1087356014230421504
[2] https://www.sla.org/
[1] https://twitter.com/SLAhq/status/1095427832501686273
[1] https://twitter.com/slahq/status/1088886701219635205
[1] https://twitter.com/SLAhq/status/1083105962695819264

Top URLs in Tweet in G3:
[1] https://twitter.com/SLAhq/status/1083764841993723904
[1] https://twitter.com/SLAhq/status/1086814161932308482
[1] https://twitter.com/i/web/status/1091086154491940864
[1] https://twitter.com/SLAhq/status/1103671369584336897
[1] https://twitter.com/slahq/status/1105104885282979840
[1] https://twitter.com/slahq/status/1105419365866967041
[1] https://twitter.com/SLAhq/status/1105535874509479936
[1] https://twitter.com/i/web/status/1106339825811161088
[1] https://www.linkedin.com/feed/update/urn:li:activity:6500811793965858816
[1] https://twitter.com/SLAhq/status/1100807522720595969

Top URLs in Tweet in G4:
[5] https://twitter.com/DCLALibrarians/status/1083726238588567553
[5] https://www.facebook.com/events/446646695870083/?ti=as
[4] https://twitter.com/SLAhq/status/1104117081014980608
[3] https://twitter.com/LISprochat/status/1084631184477442048
[2] https://twitter.com/SLAhq/status/1101220357451796480
[1] https://twitter.com/i/web/status/1090425235248017408
[1] https://twitter.com/i/web/status/1100837734199975936
[1] http://www.copyright.com/blog/information-professionals-top-tips-2019/
[1] https://twitter.com/i/web/status/1095318389453656064
[1] https://twitter.com/SLAhq/status/1095427832501686273

Top URLs in Tweet in G5:
[2] https://twitter.com/SLAhq/status/1090310735454982157
[2] https://twitter.com/SLAhq/status/1095427832501686273
[1] https://twitter.com/i/web/status/1083832035955916801
[1] https://twitter.com/i/web/status/1083832389737025539
[1] https://twitter.com/SLAhq/status/1088886701219635205
[1] https://twitter.com/i/web/status/1101213673216008192
[1] http://www.copyright.com/blog/information-professionals-top-tips-2019/
[1] https://twitter.com/i/web/status/1101207445148450818
[1] https://twitter.com/SLAhq/status/1082082604021673984
[1] https://twitter.com/SLAhq/status/1083764841993723904

Top URLs in Tweet in G6:
[1] https://twitter.com/SLAhq/status/1098654485981872128
[1] https://twitter.com/i/web/status/1083879596427304961
[1] https://www.oclc.org/research/themes/data-science/cookbook-finder.html
[1] https://twitter.com/OCLC/status/1103389965235429379
[1] https://twitter.com/SLAhq/status/1083105962695819264
[1] https://www.sla.org/sla-where-the-learning-is/
[1] https://twitter.com/i/web/status/1097321259678031872
[1] https://www.sla.org/learn/web-chats/?utm_source=Vocus&utm_medium=email&utm_campaign=Special%20Libraries%20Association&utm_content=Presidential%20Talk
[1] https://twitter.com/i/web/status/1087786907705200641
[1] https://www.sla.org/sla-creates-diversity-inclusion-community-equity-dice-caucus/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1085864238378143744
[1] https://twitter.com/SLAhq/status/1101189285758291975
[1] https://www.sla.org/learn/web-chats/?utm_source=Vocus&utm_medium=email&utm_campaign=Special%20Libraries%20Association&utm_content=Presidential%20Talk
[1] https://twitter.com/i/web/status/1098517057086328832
[1] https://blogs.sciencemag.org/pipeline/archives/2019/03/04/institutional-memory
[1] https://twitter.com/SLAhq/status/1075870879463157766
[1] https://kmeducationhub.de/makes-successful-knowledge-manager/

Top URLs in Tweet in G8:
[1] https://www.doaks.org/about/employment/pre-columbian-studies-librarian?utm_source=twitter&utm_medium=social&utm_term=&utm_content=pcslibrarian&utm_campaign=employment
[1] https://twitter.com/i/web/status/1085930302797697024
[1] https://twitter.com/i/web/status/1098679931364671494

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/jobs/view/special-collections-librarian-at-school-of-the-art-institute-of-chicago-1064788784

Top URLs in Tweet in G10:
[2] https://twitter.com/SLAhq/status/1103671369584336897
[1] https://twitter.com/SLAhq/status/1087445288376258560
[1] https://twitter.com/slahq/status/1093223056250675200
[1] https://twitter.com/i/web/status/1096223518767886336
[1] https://twitter.com/i/web/status/1101444541184442369

Top Domains
Top Domains in Tweet in Entire Graph:
[153] twitter.com
[43] sla.org
[7] blogspot.com
[6] facebook.com
[4] copyright.com
[2] linkedin.com
[2] gotowebinar.com
[2] surveymonkey.com
[2] eventbrite.com
[1] state.gov

Top Domains in Tweet in G1:
[28] sla.org
[26] twitter.com
[2] eventbrite.com
[2] surveymonkey.com
[1] gotowebinar.com
[1] youtube.com
[1] clevelandconventions.com
[1] state.gov
[1] timeshighereducation.com
[1] vocabulary.com

Top Domains in Tweet in G2:
[47] twitter.com
[7] blogspot.com
[5] sla.org
[2] copyright.com
[1] sla1.org
[1] facebook.com
[1] allrecipes.com

Top Domains in Tweet in G3:
[12] twitter.com
[1] linkedin.com
[1] sla.org

Top Domains in Tweet in G4:
[22] twitter.com
[5] facebook.com
[1] copyright.com

Top Domains in Tweet in G5:
[17] twitter.com
[2] sla.org
[1] copyright.com

Top Domains in Tweet in G6:
[14] twitter.com
[3] sla.org
[1] oclc.org
[1] insidehighered.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] sla.org
[1] sciencemag.org
[1] kmeducationhub.de

Top Domains in Tweet in G8:
[2] twitter.com
[1] doaks.org

Top Domains in Tweet in G9:
[1] linkedin.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[184] slaers
[151] sla2019
[98] slaleads
[29] infopros
[27] lisprochat
[23] librarians
[20] librarian
[19] alwayssla
[19] slaagc2019
[16] iamalibrarian



Top Hashtags in Tweet in G1:
[54] sla2019
[49] slaers
[23] slaleads
[17] alwayssla
[11] librarian
[10] infopros
[8] slarocks
[7] sla
[4] librarians
[4] infopro

Top Hashtags in Tweet in G2:
[52] slaleads
[47] slaers
[38] sla2019
[27] lisprochat
[13] alamw19
[11] olasc
[8] slaalways
[7] alamw2019
[6] iamalibrarian
[4] librarians

Top Hashtags in Tweet in G3:
[48] slaers
[43] sla2019
[15] slaleads
[12] slaagc2019
[10] infopros
[7] iamalibrarian
[4] librarians
[2] sla
[2] physics
[2] astronomy

Top Hashtags in Tweet in G4:
[15] slaers
[9] librarians
[9] dclibrarians
[8] sla2019
[7] physics
[7] astronomy
[7] mathematics
[7] statistics
[7] compsci
[6] mlkfuture

Top Hashtags in Tweet in G5:
[13] slaers
[5] medlibs
[5] sla2019
[2] librarians
[2] diversity
[2] slaawardsandhonors
[2] slaleads
[1] infopros
[1] inclusion
[1] piday

Top Hashtags in Tweet in G6:
[5] slaers
[3] sla2019
[2] top100
[2] library100novels
[2] recipes
[2] infopro
[1] librarian
[1] piday
[1] governmentshutdown
[1] wildest

Top Hashtags in Tweet in G7:
[2] sla2018
[1] slaers
[1] diversity
[1] bizref
[1] librarian
[1] infopro
[1] kmedu

Top Hashtags in Tweet in G8:
[2] collections
[2] digitalhumanities
[2] precolumbian
[2] librarian
[1] employeeappreciationday

Top Hashtags in Tweet in G10:
[1] slaers

Top Words
Top Words in Tweet in Entire Graph:
[578] Words in Sentiment List#1: Positive
[94] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[12860] Non-categorized Words
[13532] Total Words
[462] slahq
[204] sla
[187] slaers
[151] sla2019
[98] slaleads

Top Words in Tweet in G1:
[71] slahq
[67] sla
[55] sla2019
[49] slaers
[27] leadership
[26] today
[23] slaleads
[21] register
[19] 2019
[18] join

Top Words in Tweet in G2:
[168] slahq
[52] slaleads
[48] slaers
[46] sla
[43] lisprochat
[38] sla2019
[32] halkirkwood
[26] conference
[25] need
[24] leadership

Top Words in Tweet in G3:
[83] slahq
[50] sla
[49] slaers
[43] sla2019
[15] slaleads
[15] halkirkwood
[13] new
[13] conference
[12] slaagc2019
[10] infopros

Top Words in Tweet in G4:
[37] slahq
[16] sladc
[15] slaers
[10] join
[9] librarians
[9] dclibrarians
[8] sla2019
[7] february
[7] calling
[7] new

Top Words in Tweet in G5:
[38] slahq
[14] slaers
[12] halkirkwood
[11] knowldgelinking
[11] sla
[9] nominate
[6] year
[6] well
[6] award
[5] years

Top Words in Tweet in G6:
[18] slahq
[11] sla
[7] slanewengland
[6] m
[5] award
[5] slaers
[5] apply
[5] here
[5] slahq's
[4] slait

Top Words in Tweet in G7:
[25] slahq
[12] infopro_tasha
[11] article
[10] diversity
[10] sla
[8] now
[8] halkirkwood
[7] information
[7] outlook
[7] join

Top Words in Tweet in G8:
[2] apply
[2] monday
[2] 3
[2] 4
[2] work
[2] collections
[2] curation
[2] digitalhumanities
[2] precolumbian
[2] librarian

Top Words in Tweet in G9:
[4] come
[4] work
[4] saic
[4] hiring
[4] special
[4] collections
[4] librarian
[4] librarieswehere
[4] ala_joblist
[4] acadlibjobs

Top Words in Tweet in G10:
[6] na
[4] yg
[4] mau
[3] tak
[2] slahq
[2] sla
[2] apa
[2] kau
[2] ini
[2] again

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] sla2019,slaers
[37] knowldgelinking,slahq
[36] leadership,symposium
[27] diversity,inclusion
[26] new,orleans
[25] slaleads,sla2019
[21] slahq,sla
[21] slaers,slahq
[20] sla,profession
[19] join,sla

Top Word Pairs in Tweet in G1:
[19] sla2019,slaers
[13] leadership,symposium
[11] register,today
[9] slaleads,sla2019
[9] slaers,alwayssla
[7] annual,conference
[7] want,connect
[7] sla,agc
[6] 2019,leadership
[6] new,orleans

Top Word Pairs in Tweet in G2:
[16] leadership,symposium
[15] knowldgelinking,slahq
[13] lisprochat,happening
[13] 8,30
[13] 30,pm
[13] pm,est
[13] est,having
[13] having,post
[13] post,conference
[13] conference,chat

Top Word Pairs in Tweet in G3:
[12] sla2019,slaers
[11] slahq,sla
[10] new,orleans
[9] slaers,slahq
[9] slaers,sla2019
[9] sla2019,slahq
[9] arabian,gulf
[8] sla,board
[8] board,directors
[8] slaagc2019,sla2019

Top Word Pairs in Tweet in G4:
[7] calling,new
[7] new,librarians
[7] librarians,physics
[7] physics,astronomy
[7] astronomy,mathematics
[7] mathematics,statistics
[7] statistics,compsci
[7] compsci,apply
[7] apply,march
[7] march,1st

Top Word Pairs in Tweet in G5:
[10] knowldgelinking,slahq
[5] halkirkwood,slahq
[4] sla,award
[4] award,nominations
[3] slahq,slaers
[3] sla2019,slaers
[2] slahq,glad
[2] year,whenever
[2] whenever,heard
[2] heard,cmgeluk's

Top Word Pairs in Tweet in G6:
[3] slanewengland,slanewyork
[3] knowldgelinking,slahq
[3] slahq,slanewengland
[3] slahq,join
[3] p,m
[3] m,et
[3] mlis,students
[3] students,apply
[3] apply,here
[3] here,winner

Top Word Pairs in Tweet in G7:
[7] information,outlook
[6] anyone,subscribes
[6] subscribes,slahq
[6] slahq,information
[6] outlook,article
[6] article,'diversity
[6] 'diversity,trend'
[6] trend',now
[6] diversity,inclusion
[6] slahq,jsendall

Top Word Pairs in Tweet in G8:
[2] apply,monday
[2] monday,3
[2] 3,4
[2] 4,work
[2] work,collections
[2] collections,curation
[2] curation,digitalhumanities
[2] digitalhumanities,precolumbian
[2] precolumbian,librarian
[2] start,new

Top Word Pairs in Tweet in G9:
[4] come,work
[4] work,saic
[4] saic,hiring
[4] hiring,special
[4] special,collections
[4] collections,librarian
[4] librarian,librarieswehere
[4] librarieswehere,ala_joblist
[4] ala_joblist,acadlibjobs
[4] acadlibjobs,slahq

Top Word Pairs in Tweet in G10:
[4] na,na
[2] mau,tak
[2] tak,mau

Top Replied-To
Top Replied-To in Entire Graph:
@slahq
@knowldgelinking
@halkirkwood
@srmaclin
@lifi_k
@diylibrarian
@inaljnaomi
@akaur0
@lib_mike
@el399

Top Replied-To in G1:
@slahq
@srmaclin
@knowldgelinking
@huntedjulie
@infosecsherpa
@slsnyder2
@dbiosla
@jlibraryist
@robmiz68
@leslier

Top Replied-To in G2:
@halkirkwood
@slahq
@akaur0
@lifi_k
@diylibrarian
@knowldgelinking
@el399
@minimacx2
@lib_mike
@lisprochat

Top Replied-To in G3:
@slahq
@inaljnaomi
@katefromuk
@knowldgelinking
@tiflopez
@srmaclin
@bodleianlibs
@library_life_
@mckinleyadvisor
@seemarampersad

Top Replied-To in G4:
@lisprochat
@slanewengland
@emilynosnews
@slahq
@slsnyder2

Top Replied-To in G5:
@knowldgelinking
@halkirkwood
@jane_meyers
@abigailleigh
@difaziostacey
@kinthelibrary
@srmaclin
@karenkrupka
@coplibrarian
@slahq

Top Replied-To in G6:
@knowldgelinking
@srmaclin
@difaziostacey
@seemarampersad
@lib_mike

Top Replied-To in G7:
@infopro_tasha
@library_lizzie
@schopflin
@ciliphlg
@kinthelibrary
@stangarfield

Top Mentioned
Top Mentioned in Entire Graph:
@slahq
@halkirkwood
@amylesti
@knowldgelinking
@slaeurope
@sladc
@infopro_tasha
@lisprochat
@diylibrarian
@el399

Top Mentioned in G1:
@slahq
@halkirkwood
@el399
@cwardlis
@halkirk
@cybrarianviews
@dr_malvillagran
@writerbrarian
@sla_oman
@mhmedical

Top Mentioned in G2:
@slahq
@halkirkwood
@amylesti
@lisprochat
@knowldgelinking
@diylibrarian
@slaeurope
@akaur0
@lilolibrarian
@alamw

Top Mentioned in G3:
@slahq
@halkirkwood
@mulates
@slaeurope
@knowldgelinking
@amylesti
@sainsburylib
@srmaclin
@thomsonreuters
@mardigrasworld

Top Mentioned in G4:
@slahq
@sladc
@dcpl
@sla_pam
@lisprochat
@slsnyder2
@slasocscihum
@halkirkwood
@amylesti

Top Mentioned in G5:
@slahq
@halkirkwood
@coplibrarian
@infopro_tasha
@branwendrew
@cmgeluk
@jill_hw
@knowldgelinking
@sla2013
@shinydoom

Top Mentioned in G6:
@slahq
@slanewengland
@slait
@slanewyork
@sla_cid
@slataxo
@cmgeluk
@slalmd
@slapht
@slaeurope

Top Mentioned in G7:
@slahq
@infopro_tasha
@halkirkwood
@jsendall
@nhhoward
@knowldgelinking
@library_lizzie
@kinthelibrary
@br
@cilipwm

Top Mentioned in G8:
@alalibrary
@libgig
@slahq
@archivists_org
@dumbartonoaks
@lasacongress
@crl_acrl
@historyjobs
@getlibraryjobs
@acadlibjobs

Top Mentioned in G9:
@librarieswehere
@ala_joblist
@acadlibjobs
@slahq
@libeyrian
@ala_
@ala_spectrum

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@hfyunsuk
@ryanzhelp
@vrvalicento
@evidencerobot
@inaljnaomi
@radiculatus
@jvleha
@schopflin
@wawoodworth

Top Tweeters in G1:
@librarysherpa
@infointuitive
@infosecsherpa
@aamers
@librarian_lali
@malaikaamina
@misshelved
@larissaeglasser
@slahq
@raypun101

Top Tweeters in G2:
@americanair
@inaljnaomi
@minimacx2
@seemarampersad
@tranlib
@patoney
@jlibraryist
@luna_dee
@shinydoom
@lisprochat

Top Tweeters in G3:
@craigfleisher
@thomsonreuters
@charourathore
@mheducation
@proquest
@trcanadalegal
@bodleianlibs
@zappleci
@garrettkirkwood
@mardigrasworld

Top Tweeters in G4:
@dcpl
@skeltzer
@oponiak
@ideaofhappiness
@rsplenda477
@elwags
@meta21st
@emilynosnews
@solosla
@sladc

Top Tweeters in G5:
@jill_hw
@nemrtlibrary
@rgbrizi
@abigailleigh
@niamhpage
@desertlibrarian
@katefromuk
@coplibrarian
@julianes
@knowldgelinking

Top Tweeters in G6:
@sla
@kathaleenportr1
@oclc
@slanewyork
@slanewengland
@oberlincollege
@kinthelibrary
@aiip
@drexelcci
@slalmd

Top Tweeters in G7:
@schopflin
@infopro_tasha
@linkedin
@paulagoodale
@kmeducation
@ciliphlg
@stangarfield
@_yomikoreadman
@cilipkim
@cilipwm

Top Tweeters in G8:
@vrvalicento
@getlibraryjobs
@usnatarchives
@libgig
@alalibrary
@barackobama
@digtalhumanatee
@archivists_org
@lasacongress
@jlac25

Top Tweeters in G9:
@ala_joblist
@sclcprez
@acadlibjobs
@librarieswehere
@meghansitar
@ala_spectrum
@libeyrian
@ala_

Top Tweeters in G10:
@agentk23
@rustykitty65
@fawwazalhusaini
@elgar_libraries
@randiendie
@libraryholly
@syaiful_nazila
@czammarelli