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ALALibrary_2020-06-17_20-42-36.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2020
Short Description:
ALALibrary via NodeXL https://bit.ly/2ACYK2n
@alalibrary
@safelibraries
@fobettarh
@1600council
@arjun_sanyal
@vtvsla
@ericklinenberg
@blazelibrary
@unccdlibrary
@thartman2u

Top hashtags:
#blacklivesmatter
#alavirtual20
#librarians
#exposeantifa
#theresistance

Description:
Description
The graph represents a network of 4,121 Twitter users whose tweets in the requested range contained "ALALibrary", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 June 2020 at 03:44 UTC.

The requested start date was Thursday, 18 June 2020 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 29-day, 11-hour, 52-minute period from Tuesday, 19 May 2020 at 12:05 UTC to Wednesday, 17 June 2020 at 23:57 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 : 4121
Unique Edges : 5837
Edges With Duplicates : 10779
Total Edges : 16616
Number of Edge Types : 5
Mentions : 4880
Retweet : 3177
MentionsInRetweet : 7323
Replies to : 864
Tweet : 372
Self-Loops : 411
Reciprocated Vertex Pair Ratio : 0.0339659262454173
Reciprocated Edge Ratio : 0.0657002815726353
Connected Components : 108
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 3938
Maximum Edges in a Connected Component : 16277
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.775758
Graph Density : 0.000564772430105804
Modularity : 0.399671
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,121 Twitter users whose tweets in the requested range contained "ALALibrary", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 June 2020 at 03:44 UTC.

The requested start date was Thursday, 18 June 2020 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 29-day, 11-hour, 52-minute period from Tuesday, 19 May 2020 at 12:05 UTC to Wednesday, 17 June 2020 at 23:57 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 : GraphServerTwitterSearch
Graph Term : ALALibrary
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:
[77] https://twitter.com/ALALibrary/status/1266855606184443907
[48] https://hcommons.org/deposits/objects/hc:28678/datastreams/CONTENT/content?download=true
[44] https://twitter.com/alalibrary/status/1266855606184443907
[29] https://twitter.com/SafeLibraries/status/1267813845013114880
[23] https://twitter.com/ALALibrary/status/1267555335180627974
[17] https://twitter.com/SafeLibraries/status/1266435255306792960
[16] https://2020.alavirtualevent.org/registration/registration-rates
[14] https://twitter.com/ALALibrary/status/1265709110059810817
[13] https://americanlibrariesmagazine.org/blogs/the-scoop/reflections-on-race-and-racism/
[12] https://twitter.com/alalibrary/status/1267555335180627974

Top URLs in Tweet in G1:
[48] https://hcommons.org/deposits/objects/hc:28678/datastreams/CONTENT/content?download=true
[19] https://twitter.com/ALALibrary/status/1266855606184443907
[15] https://twitter.com/alalibrary/status/1266855606184443907
[12] https://2020.alavirtualevent.org/registration/registration-rates
[10] http://www.cobdc.net/document/noticies/biblioteques-catalanes-reconegudes-best-practices-from-world-libraries-lala/
[9] https://www.penguinrandomhouse.com/books/559513/schomburg-the-man-who-built-a-library-by-carole-boston-weatherford/
[6] https://www.alastore.ala.org/sites/default/files/StayWellStayInspired.pdf
[6] https://twitter.com/ALALibrary/status/1267555335180627974
[5] https://twitter.com/alalibrary/status/1267555335180627974
[5] https://www.actualitte.com/article/monde-edition/etats-unis-les-bibliothecaires-inquiets-pour-les-budgets-des-etablissements/101080

Top URLs in Tweet in G2:
[29] https://twitter.com/SafeLibraries/status/1267813845013114880
[17] https://twitter.com/SafeLibraries/status/1266435255306792960
[9] https://twitter.com/safelibraries/status/1266435255306792960
[8] https://twitter.com/safelibraries/status/1267527185377767425?s=21
[6] https://twitter.com/safelibraries/status/1267813845013114880
[5] https://twitter.com/safelibraries/status/1266435255306792960?s=21
[5] https://twitter.com/SafeLibraries/status/1267527185377767425
[4] https://alsc.ala.org/blog/2019/04/libraries-welcome-all-families-a-conversation-with-urban-high-school-students-about-representation-in-the-ct-nutmeg-nominees/
[4] https://twitter.com/safelibraries/status/1267813845013114880?s=21
[4] https://twitter.com/safelibraries/status/1267527185377767425

Top URLs in Tweet in G3:
[7] https://americanlibrariesmagazine.org/blogs/the-scoop/reflections-on-race-and-racism/
[6] https://www.governing.com/now/How-Libraries-Are-Stepping-Up-as-a-Front-Line-of-Resilience.html
[5] https://www.lawsitesblog.com/2020/05/legal-ai-book-wins-law-libraries-award-heres-my-chapter-on-ai-and-the-future.html
[3] https://twitter.com/ALALibrary/status/1266035509559791617
[3] https://americanlibrariesmagazine.org/2020/06/01/the-rainbows-arc/
[3] https://twitter.com/librarypolicy/status/1263915300615000066
[3] https://www.equinoxpub.com/home/equinoxonline/
[2] https://www.acrl.ala.org/acrlinsider/archives/19911
[2] https://www.acrl.ala.org/acrlinsider/archives/19894
[2] https://programminglibrarian.org/articles/fighting-covid-slide-stem-activities-kids-do-home

Top URLs in Tweet in G4:
[13] https://twitter.com/ALALibrary/status/1266855606184443907
[9] https://twitter.com/alalibrary/status/1266855606184443907
[6] https://twitter.com/ALALibrary/status/1270848471248056321
[3] https://twitter.com/alalibrary/status/1267555335180627974
[2] https://twitter.com/ALALibrary/status/1267555335180627974
[2] https://twitter.com/benandjerrys/status/1267875868673794048
[1] https://twitter.com/i/web/status/1271593381249126400
[1] https://twitter.com/i/web/status/1273354189788372994
[1] https://twitter.com/no_slave_coasts/status/1271532538733965312
[1] https://twitter.com/SRRT_ALA/status/1266466122120835074?s=19

Top URLs in Tweet in G5:
[5] https://www.youtube.com/watch?v=rVEOkdnU76A&feature=youtu.be

[4] https://www.cnn.com/2020/06/02/us/cnn-sesame-street-standing-up-to-racism/index.html?fbclid=IwAR1IxzWYtCo0rqWtH9c-2VtrsDAEoZwJ129VWyo4ho_GKi65LwpThcuMON0
[4] https://www.libraryjournal.com/?detailStory=antiracism-starter-booklist&utm_source=Marketing&utm_medium=email&utm_campaign=june3YourHomeLibrarian&fbclid=IwAR3Cg_3eFskXWWjlmf6uO8Gc8nN3g_gUm9TGJ-YDUMJsynnuHiOjSH8zQ_8
[3] https://docs.google.com/document/u/0/d/1BRlF2_zhNe86SGgHa6-VlBO-QgirITwCTugSfKie5Fs/mobilebasic?fbclid=IwAR013HvJG0l5ZhtkkosnoaU05R1sF_leFRMxdiGff0LJb3yrXmx8kEd4ddI
[3] https://www.slj.com/?detailStory=www.slj.com
[3] https://www.slj.com/?detailStory=food-Literacy-food-for-thought
[3] https://www.nmrt.ala.org/notes/perspectives-k-c-boyd/
[2] https://www.embracerace.org/resources/26-childrens-books-to-support-conversations-on-race-racism-resistance
[2] https://padlet.com/nicolethelibrarian/nbasekqoazt336co
[1] https://twitter.com/literallysmash/status/1269736119274549250

Top URLs in Tweet in G6:
[8] http://www.apalaweb.org/coronavirus-response/
[5] https://twitter.com/ALALibrary/status/1266855606184443907
[4] https://twitter.com/alalibrary/status/1266855606184443907
[3] https://twitter.com/alalibrary/status/1264224648021061639
[2] http://www.ala.org/rt/gncrt
[2] http://www.ala.org/rt/gncrt/-black-lives-matter-comics-reading-lists
[2] http://www.ala.org/advocacy/diversity/librariesrespond/black-lives-matter
[1] https://twitter.com/ALALibrary/status/1270848471248056321
[1] https://www.bcala.org/
[1] https://twitter.com/libcomix/status/1270422880946249728

Top URLs in Tweet in G7:
[3] https://stores.inksoft.com/the_overdrive_store/shop/home?utm_medium=social&utm_source=twitter&utm_campaign=undefined&utm_content=twitter_overdrive_merch_store_paid_ad
[3] https://twitter.com/ALALibrary/status/1270753902716235779
[3] https://twitter.com/ALALibrary/status/1265428760033140737
[2] http://www.ilovelibraries.org/article/racial-healing-resources-library-workers-and-scholars
[2] http://www.ilovelibraries.org/article/free-coloring-pages-and-writing-prompts-library-lovers
[1] https://bangordailynews.com/2020/05/18/opinion/letters/tuesday-may-19-2020-libraries-provide-critical-resources-open-for-business-impressed-by-sara-gideon/
[1] https://twitter.com/ALALibrary/status/1263232787823366147
[1] https://americanlibrariesmagazine.org/blogs/the-scoop/heroes-act-stalls-in-senate/
[1] https://twitter.com/ALALibrary/status/1263937944114606081
[1] https://twitter.com/ALALibrary/status/1266092380425510912

Top URLs in Tweet in G8:
[1] https://www.amazon.com/dp/1545402159//ref=cm_sw_su_dp
[1] https://www.TLDM.org:443/news23/5-ways-socialism-destroys-societies.htm
[1] https://www.TLDM.org:443/News26/on-the-incompatibility-of-christianity-with-socialism-and-communism.htm
[1] https://www.TLDM.org:443/news39/trainload-of-us-tanks-heading-to-border-with-mexico-chinese-and-russian-troops-massing-in-venezuela.htm
[1] https://wallbuilders.com/america-christian-nation/
[1] https://www.AMZN.com:443/dp/1545402159/

Top URLs in Tweet in G9:
[1] https://publish.illinois.edu/projectwelcome/world-refugee-day/2020-2/
[1] https://cutt.ly/de5nMaM
[1] https://www.chronicle.com/article/When-You-Can-t-Send-Students/248784
[1] https://www.usatoday.com/story/news/2020/06/11/when-libraries-reopen-after-coronavirus-might-months/5316591002/
[1] https://www.buzzsprout.com/1013320/3827021
[1] https://twitter.com/i/web/status/1263181522573672450

Top URLs in Tweet in G10:
[15] https://twitter.com/ALALibrary/status/1266855606184443907
[10] https://twitter.com/alalibrary/status/1266855606184443907
[7] https://twitter.com/ALALibrary/status/1267555335180627974
[5] https://twitter.com/alalibrary/status/1265681423677247490
[3] https://twitter.com/ALALibrary/status/1265428760033140737
[3] https://twitter.com/alalibrary/status/1265709110059810817
[3] https://twitter.com/ALALibrary/status/1265709110059810817
[3] http://www.ala.org/
[3] https://2020.alavirtualevent.org/registration/registration-rates
[2] https://twitter.com/ALALibrary/status/1261032295630241792

Top Domains
Top Domains in Tweet in Entire Graph:
[689] twitter.com
[120] ala.org
[48] hcommons.org
[39] americanlibrariesmagazine.org
[32] alavirtualevent.org
[24] ilovelibraries.org
[22] zoom.us
[16] careersingovernment.com
[15] youtube.com
[14] eventscribe.com

Top Domains in Tweet in G1:
[147] twitter.com
[64] ala.org
[48] hcommons.org
[21] alavirtualevent.org
[13] americanlibrariesmagazine.org
[11] ilovelibraries.org
[10] eventscribe.com
[10] cobdc.net
[9] penguinrandomhouse.com
[5] actualitte.com

Top Domains in Tweet in G2:
[141] twitter.com
[5] ala.org
[4] zoom.us
[3] vimeo.com
[1] alavirtualevent.org
[1] facebook.com
[1] thefederalist.com
[1] booklistreader.com
[1] libraryjournal.com
[1] youtube.com

Top Domains in Tweet in G3:
[76] twitter.com
[13] americanlibrariesmagazine.org
[12] ala.org
[6] governing.com
[5] lawsitesblog.com
[3] equinoxpub.com
[2] zoom.us
[2] alavirtualevent.org
[2] hbook.com
[2] google.com

Top Domains in Tweet in G4:
[41] twitter.com

Top Domains in Tweet in G5:
[16] twitter.com
[6] youtube.com
[6] slj.com
[4] cnn.com
[4] libraryjournal.com
[4] ala.org
[3] google.com
[2] embracerace.org
[2] padlet.com
[1] kidlit.tv

Top Domains in Tweet in G6:
[26] twitter.com
[9] ala.org
[8] apalaweb.org
[1] bcala.org
[1] nbcnews.com
[1] tinyul.com
[1] informz.net
[1] wordpress.com
[1] myclearwaterlibrary.com

Top Domains in Tweet in G7:
[22] twitter.com
[5] ilovelibraries.org
[3] inksoft.com
[2] americanlibrariesmagazine.org
[1] bangordailynews.com
[1] nytimes.com
[1] ala.org
[1] congress.gov
[1] civilrightsdocs.info
[1] astoriabookshop.com

Top Domains in Tweet in G8:
[3] tldm.org
[1] amazon.com
[1] wallbuilders.com
[1] amzn.com

Top Domains in Tweet in G9:
[1] illinois.edu
[1] cutt.ly
[1] chronicle.com
[1] usatoday.com
[1] buzzsprout.com
[1] twitter.com

Top Domains in Tweet in G10:
[107] twitter.com
[13] ala.org
[8] ilovelibraries.org
[7] alavirtualevent.org
[5] americanlibrariesmagazine.org
[3] programminglibrarian.org
[3] eventscribe.com
[2] hypotheses.org
[2] google.com
[2] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[186] blacklivesmatter
[127] alavirtual20
[108] librarians
[91] exposeantifa
[88] theresistance
[72] racism
[52] library
[50] trump
[46] antifa
[43] libraries



Top Hashtags in Tweet in G1:
[53] blacklivesmatter
[41] alavirtual20
[14] rainbowbookmonth
[14] biblioteques
[11] nationalvoterregistrationday
[10] librariestransform
[10] bipoc
[9] libraries
[8] librariesstrong
[8] publiclibraries

Top Hashtags in Tweet in G2:
[91] exposeantifa
[86] theresistance
[68] racism
[48] trump
[46] antifa
[44] librarians
[44] alavirtual20
[27] parenting
[24] fundlibraries
[24] librarian

Top Hashtags in Tweet in G3:
[37] library
[35] librarians
[30] coronaviruspandemic
[16] libraries
[15] alavirtual20
[13] purabelprehonor
[11] librariesengagevoters
[11] bibliotheken
[10] sdgs
[8] bibliotecas

Top Hashtags in Tweet in G4:
[18] blacklivesmatters
[16] blacklivesmatter
[1] black_lives_matter
[1] acrltogether2020
[1] libraries
[1] librarytwitter

Top Hashtags in Tweet in G5:
[22] blacklivesmatter
[9] librarianliteracyleaders
[9] fiction
[9] nonfiction
[8] caldecott
[6] dcpsathome
[6] dcpslibrarianschampionliteracy
[6] dcpsneedslibrarians
[6] hackingschoollibraries
[4] libraries

Top Hashtags in Tweet in G6:
[43] blacklivesmatter
[8] comics
[3] preswk
[1] middleschool
[1] food
[1] space
[1] foodnetwork
[1] podcast
[1] blacklivesmattters
[1] librariestransform

Top Hashtags in Tweet in G7:
[2] alavirtual20
[2] librarians
[1] ymas20
[1] alapolicycorps
[1] librariesengagevoters
[1] blackouttuesday
[1] allglamor
[1] reading
[1] librariansrock
[1] cinema

Top Hashtags in Tweet in G8:
[3] genderinsanity
[3] genderwoohoo
[2] racism
[2] theresistance
[2] trump
[2] librarians
[2] placeahold
[1] hollywood
[1] communism
[1] socialism

Top Hashtags in Tweet in G9:
[6] lockdown
[2] library
[1] librarytwitter
[1] librarylife
[1] writingcommunity
[1] thursdaythoughts
[1] thursdaymorning
[1] fathersdaygifts
[1] publiclibraries
[1] librarieslead

Top Hashtags in Tweet in G10:
[18] alavirtual20
[6] blacklivesmatter
[5] librariesstrong
[4] librariestransform
[2] webinar
[2] stem
[2] programminglibrarian
[2] librariesengagevoters
[2] digitaldivide
[2] nationalvoterregistrationday

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1562] alalibrary
[560] black
[541] racism
[418] library
[314] ala_apala
[310] ala
[309] bcala_inc
[277] librarians
[273] people
[260] stand

Top Words in Tweet in G2:
[590] safelibraries
[550] alalibrary
[289] librarians
[223] kids
[217] school
[195] american
[174] hate
[146] children
[144] library
[139] jamesokeefeiii

Top Words in Tweet in G3:
[381] alalibrary
[80] library
[64] ala
[59] libraries
[57] wearealsc
[53] ala_acrl
[45] need
[44] reformanational
[40] ifla
[39] ericklinenberg

Top Words in Tweet in G4:
[232] fobettarh
[217] stand
[205] alalibrary
[126] black
[119] people
[86] love
[86] show
[85] know
[84] hey
[84] silence

Top Words in Tweet in G5:
[227] alalibrary
[150] aasl
[78] njasl
[72] school
[44] stand
[43] state
[40] librarians
[37] literallysmash
[35] yalsa
[34] tasltn

Top Words in Tweet in G6:
[104] alalibrary
[66] bc_ala
[63] statement
[46] black
[43] #blacklivesmatter
[42] comics
[38] libcomix
[34] reading
[32] racism
[31] list

Top Words in Tweet in G7:
[56] alalibrary
[51] ilovelibraries
[30] great
[26] stories
[25] club
[25] reading
[25] lists
[25] discussion
[24] alalibrary's
[24] questions

Top Words in Tweet in G8:
[24] safelibraries
[22] alalibrary
[15] trianotoni
[15] annemarie5667
[15] zoesinger
[15] evesoulution
[15] 5horsesquad1
[15] potus
[14] trump_assistant
[14] pressrecalling1

Top Words in Tweet in G9:
[27] alalibrary
[11] library
[7] join
[7] ala
[6] mortensoncenter
[6] webinar
[6] refugee
[6] librarian
[6] words
[6] nypl

Top Words in Tweet in G10:
[121] alalibrary
[60] ala
[24] library
[24] more
[21] libraries
[20] join
[18] #alavirtual20
[15] virtual
[14] book
[13] today

Top Word Pairs
Top Word Pairs in Tweet in G2:
[306] school,librarians
[213] safelibraries,jamesokeefeiii
[210] library,association
[195] american,library
[195] jamesokeefeiii,stefanmolyneux
[195] stefanmolyneux,project_veritas
[195] librarians,training
[195] american,kids
[194] association,alalibrary
[176] project_veritas,add

Top Word Pairs in Tweet in G3:
[148] alalibrary,wearealsc
[112] wearealsc,reformanational
[108] recover,#coronaviruspandemic
[106] #coronaviruspandemic,summer
[105] summer,need
[105] need,redeploy
[82] redeploy,#library
[78] #library,#librarians
[77] ericklinenberg,recover
[76] alalibrary,ala_pla's

Top Word Pairs in Tweet in G4:
[35] black,people
[32] hey,alalibrary
[30] alalibrary,silence
[30] silence,deafening
[30] deafening,know
[30] know,love
[30] love,trot
[30] trot,pictures
[29] pictures,show
[27] fobettarh,hey

Top Word Pairs in Tweet in G5:
[113] alalibrary,aasl
[84] aasl,alalibrary
[84] njasl,aasl
[84] tasltn,alalibrary
[84] school,year
[84] alalibrary,yalsa
[84] school,libraries
[84] great,news
[84] news,legislation
[83] legislation,reinstate

Top Word Pairs in Tweet in G6:
[58] reading,list
[51] comics,reading
[47] alalibrary,bc_ala
[32] bc_ala,libcomix
[29] libcomix,collaborating
[26] collaborating,extensive
[25] extensive,#blacklivesmatter
[25] #blacklivesmatter,comics
[24] list,featuring
[24] featuring,fiction

Top Word Pairs in Tweet in G7:
[30] great,stories
[29] stories,club
[27] reading,lists
[21] lists,discussion
[21] alalibrary's,great
[21] club,reading
[21] discussion,questions
[21] questions,resources
[21] resources,critically
[21] critically,examining

Top Word Pairs in Tweet in G8:
[25] annemarie5667,zoesinger
[25] zoesinger,evesoulution
[25] evesoulution,pressrecalling1
[25] pressrecalling1,5horsesquad1
[24] 5horsesquad1,rtrumpsdaughter
[24] phoebedrobinson,janee_roemer
[24] janee_roemer,chiiium
[24] chiiium,cbs_herridge
[24] cbs_herridge,markwarner
[24] markwarner,richardgrenell

Top Word Pairs in Tweet in G9:
[15] refugee,librarian
[15] librarian,words
[13] ep6,books
[13] books,snacks
[12] snacks,#lockdown
[12] #lockdown,haribos
[12] haribos,marmite
[12] marmite,good
[12] good,evil
[12] evil,podcast

Top Word Pairs in Tweet in G10:
[6] alalibrary,ala
[6] ala,virtual
[6] registration,closes
[6] learn,more
[6] ala,websites
[6] apologize,inconvenience
[6] ala,members
[6] summer,reading
[6] black,lives
[6] lives,matter

Top Replied-To
Top Replied-To in Entire Graph:
@alalibrary
@safelibraries
@fobettarh
@hahalibrary
@anikadenise
@warmaiden
@wrk2lib
@realdonaldtrump
@literallysmash
@bibliotequesbcn

Top Replied-To in G1:
@alalibrary
@hahalibrary
@warmaiden
@wrk2lib
@fobettarh
@eminencefont
@carlson_joshuaj
@ala_graphics
@harvlong
@punkassbookjoc2

Top Replied-To in G2:
@safelibraries
@alalibrary
@realdonaldtrump
@johnrob69887811
@npr
@marklevinshow
@dannyboywiggs
@twinkleblinc
@activistmommy1
@pnjaban

Top Replied-To in G3:
@anikadenise
@alalibrary
@hrvatko20
@abmack33
@ericklinenberg
@nsk_zagreb
@ayubkhan786
@vrafoundation
@juliegabb
@uncommonyarrow

Top Replied-To in G4:
@fobettarh
@ashleydfarley
@oif
@notalexgrigg
@tashacmn
@ameliangibson
@kboughida
@lina
@jeffspies
@kk_levine

Top Replied-To in G5:
@literallysmash
@smartroom_sbs
@lincolnabesread
@lindskanderson
@alalibrary
@kelseybogan
@bespokelib
@blazelibrary
@betweenmargins
@bibliotechmaker

Top Replied-To in G6:
@alalibrary
@godschild423
@nicoagrant
@marky_b_tweets
@pattonoswalt
@wamyelizabeth
@ala_acrl
@cicelythegreat

Top Replied-To in G7:
@alalibrary
@studiojjk
@erinentrada
@michugenah
@iwgregorio
@mrssanfordreads
@nealbascomb
@morganmyree
@linuxandyarn

Top Replied-To in G8:
@phoebedrobinson
@safelibraries
@trump_assistant
@sonjansax
@realtrumpforce
@julie38800910

Top Replied-To in G9:
@baron1irene
@musicsportfun
@alalibrary
@britishlibrary
@kategood69
@lockdownkids

Top Mentioned
Top Mentioned in Entire Graph:
@alalibrary
@safelibraries
@ala_apala
@bcala_inc
@fobettarh
@harvlong
@aasl
@jamesokeefeiii
@project_veritas
@stefanmolyneux

Top Mentioned in G1:
@alalibrary
@ala_apala
@bcala_inc
@harvlong
@alaeditions
@fobettarh
@lheltonian
@onepeloton
@rchancell
@hahalibrary

Top Mentioned in G2:
@alalibrary
@safelibraries
@jamesokeefeiii
@project_veritas
@stefanmolyneux
@realdonaldtrump
@mrandyngo
@fordhamlawnyc
@fordhamnyc
@fordhamalumni

Top Mentioned in G3:
@alalibrary
@wearealsc
@ala_pla
@ala_acrl
@reformanational
@ifla
@ericklinenberg
@nytimes
@cilipinfo
@womensvote100

Top Mentioned in G4:
@fobettarh
@alalibrary
@catladylib
@ralphratheriled
@mariataccardi
@schomj
@readitrealgood
@wrk2lib
@slahq
@kristydixie

Top Mentioned in G5:
@alalibrary
@aasl
@njasl
@yalsa
@tasltn
@natgeoeducation
@sljournal
@literallysmash
@futureready
@lindskanderson

Top Mentioned in G6:
@alalibrary
@bc_ala
@libcomix
@ala_apala
@alcts
@fobettarh
@harvlong
@bostoncomics
@alalibra
@williamottens

Top Mentioned in G7:
@alalibrary
@ilovelibraries
@scholastic
@overdrivelibs
@librarypolicy
@studiojjk
@graphixbooks
@alansinouye
@sorareadingapp
@ala_pla

Top Mentioned in G8:
@safelibraries
@alalibrary
@trianotoni
@annemarie5667
@zoesinger
@evesoulution
@5horsesquad1
@potus
@pressrecalling1
@trump_assistant

Top Mentioned in G9:
@alalibrary
@mortensoncenter
@nypl
@urbanlibcouncil
@lockdownkids
@britishlibrary
@kentlibraries
@metrolibraryok
@headteacherchat
@mreprimary

Top Tweeters
Top Tweeters in Entire Graph:
@missyjo79
@thereal_rebel
@n7irl
@joni_looking
@docwashburn
@noncontacthogg
@business
@miss_placed_
@superyayadize
@drawandstrike

Top Tweeters in G1:
@n7irl
@miss_placed_
@adunlea
@iskwmk22
@pfanderson
@sfdirewolf
@shadowmalec23
@tastingbooks
@aspeed
@peri_gisele

Top Tweeters in G2:
@missyjo79
@docwashburn
@noncontacthogg
@superyayadize
@drawandstrike
@_yvonneburton
@yoakumgirl923
@janmareesmith2
@safelibraries
@washingtonpost

Top Tweeters in G3:
@nytimes
@valsadie
@academicchatter
@mrschureads
@_supremesk
@yachting_greece
@techninjatodd
@emweeklyrpt
@sonicubed
@yalsa

Top Tweeters in G4:
@jennygadget
@michaelcollins
@helgagrace
@donnalanclos
@schomj
@rosyshepherdess
@pussreboots
@cheeseplus
@marccold
@remembrancermx

Top Tweeters in G5:
@buzzfeed
@binkytoes
@dimazepam
@bookriot
@mariekeyn
@dtdelosh
@doinktweets
@kdmiller4
@sljournal
@harpercollins

Top Tweeters in G6:
@thereal_rebel
@danielkalban
@blkmymorris
@sarahylibrarian
@noethematt
@schgain
@vortexlb42
@elgl50
@farflunghope5
@barbgogan

Top Tweeters in G7:
@bangordailynews
@btwnthestacks
@loveofxena
@normsworld
@toricarlini
@kbhasi
@scholastic
@overdrivelibs
@civilrightsorg
@kylecassidy

Top Tweeters in G8:
@gmanfan45
@sxdoc
@battleofever
@christinepolon1
@dmills3710
@kjon1234561234
@cathyinvegas
@kimbers671
@zoesinger
@nolongerignored

Top Tweeters in G9:
@harryslaststand
@pewresearch
@booktrust
@whatsfsaid
@lsepoliticsblog
@rosmith11
@emmac2603
@avidreaderscafe
@debbie_abrahams
@booksuperhero2

Top Tweeters in G10:
@writersrepublic
@schlowlibrary
@planet_history
@mollytheghost
@lizznotliz
@unsaltysaltines
@jessicajonesing
@animalectura
@samanthaistan
@librariman


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