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ICA18_2018-06-13_05-25-10.xlsx
ICA18_2018-06-13_05-25-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2018
Short Description:
ICA18 via NodeXL http://bit.ly/2t558aH
@neillewisjr
@poli_com
@rasmus_kleis
@icahdq
@monrodriguez
@commedialivuni
@admire2mare
@patyrossini
@mkraidy
@sjjphd

Top hashtags:
#ica18
#ica_pol
#ica_jsd
#ica_cat
#prague
#polcom
#communicationsowhite
#cargc1718
#ica_cm

Description:
Description
The graph represents a network of 2,640 Twitter users whose tweets in the requested range contained "ICA18", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 June 2018 at 12:26 UTC.

The requested start date was Wednesday, 13 June 2018 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 18-day, 7-hour, 37-minute period from Friday, 25 May 2018 at 15:40 UTC to Tuesday, 12 June 2018 at 23:17 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 : 2640
Unique Edges : 5521
Edges With Duplicates : 3443
Total Edges : 8964
Number of Edge Types : 3
Mentions : 8001
Tweet : 798
Replies to : 165
Self-Loops : 798
Reciprocated Vertex Pair Ratio : 0.0864912280701754
Reciprocated Edge Ratio : 0.159212013563701
Connected Components : 96
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 2458
Maximum Edges in a Connected Component : 8779
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.904005
Graph Density : 0.000888909940634079
Modularity : 0.470854
NodeXL Version : 1.0.1.399

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] https://www.youtube.com/playlist?list=PLe9DFEcTXai2OMUViCJlyqcBgXTqP-XkP

[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=153949
[11] https://mobile.twitter.com/andrew_chadwick/status/976156989628801029
[10] http://digitaldetox.org
[9] http://www.publicbooks.org/shoptalk-overheard-at-ica/
[9] https://www.jou.ufl.edu/research/cjc-at-major-academic-conferences/ica-2018/
[8] http://transformativemedia.cc
[7] https://twitter.com/snurb_dot_info/status/1001384596896927744
[7] http://mj.unc.edu/news/unc-68th-annual-ica-conference-prague
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=154923

Top URLs in Tweet in G1:
[15] https://www.youtube.com/playlist?list=PLe9DFEcTXai2OMUViCJlyqcBgXTqP-XkP

[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=153949
[9] https://mobile.twitter.com/andrew_chadwick/status/976156989628801029
[5] http://www.snsoroka.com/files/bigquestions.pdf
[4] https://www.flickr.com/photos/policom/sets/72157694529948422
[4] https://www.youtube.com/watch?v=K8NaC7ObpiE&feature=youtu.be

[4] https://twitter.com/poli_com/status/1000058762185641984
[4] https://www.youtube.com/watch?v=ydLV8_-18Pc&feature=youtu.be

[3] https://twitter.com/claesdevreese/status/1000033238688174080
[3] https://twitter.com/patyrossini/status/1000342440279265280

Top URLs in Tweet in G2:
[8] http://www.publicbooks.org/shoptalk-overheard-at-ica/
[8] http://transformativemedia.cc
[6] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_session&selected_session_id=1372673&cmd=online_program_direct_link&sub_action=online_program
[3] http://tinyurl.com/yaojs3y2
[3] https://www.colorado.edu/cmrc/public-religion-project/public-religion-and-public-scholarship-digital-age
[3] https://twitter.com/ginasue/status/1001007687323344896
[3] https://criticalracedigitalstudies.com/about/
[3] https://adanewmedia.org/issues/issue-archives/issue4/
[2] https://twitter.com/mkraidy/status/1000742862244507648
[2] https://twitter.com/srajabi/status/1000038706328363013

Top URLs in Tweet in G3:
[6] http://journals.sagepub.com/doi/full/10.1177/1461444816685930
[4] https://repositori.upf.edu/handle/10230/34245?locale-attribute=en
[4] https://www.facebook.com/234368319927182/videos/1961360590561271/?notif_id=1527503949328077¬if_t=live_video
[4] https://twitter.com/icahdq/status/1001040621803655168
[3] https://twitter.com/Simy73/status/1000743434506948608
[2] https://www.youtube.com/channel/UC7VRuFJd45mH-iO_B5Tz5gg
[2] https://repositori.upf.edu/handle/10230/33848
[2] https://transmedialiteracy.org/
[2] https://twitter.com/ChelseaJulian/status/991146290896519168
[2] https://twitter.com/rdcommtweets/status/1001050597427240960

Top URLs in Tweet in G4:
[1] https://twitter.com/ginasue/status/1001007687323344896
[1] https://twitter.com/kreissdaniel/status/1000020830900883457

Top URLs in Tweet in G5:
[3] https://twitter.com/icahdq/status/1001134843973992449
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2F1777020595946668%2F
[2] http://ow.ly/l2mZ30k2dYS
[1] https://comartsci.msu.edu/about/newsroom/news/phd-alumnus-rain-wuyu-liu-wins-ica-dissertation-award?utm_source=twitter&utm_medium=social&utm_content=students
[1] http://tinyurl.com/y7slk8kf
[1] http://tinyurl.com/yc3ps3lr
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_paper&selected_paper_id=1365286&cmd=online_program_direct_link&sub_action=online_program
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_paper&selected_paper_id=1367357&cmd=online_program_direct_link&sub_action=online_program
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_paper&selected_paper_id=1365355&cmd=online_program_direct_link&sub_action=online_program
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_paper&selected_paper_id=1361129&cmd=online_program_direct_link&sub_action=online_program

Top URLs in Tweet in G6:
[4] http://snurb.info/taxonomy/term/168
[3] https://twitter.com/snurb_dot_info/status/1001384596896927744
[2] https://qut.nga.net.au/cp/index.cfm?event=jobs.checkJobDetailsNewApplication&returnToEvent=jobs.listJobs&jobid=5BECAEC4-5181-8F96-83D4-A41755336DBC&CurATC=EXT&CurBID=1877E01E-78DD-4ED2-9D7A-9DB40135CFF4&JobListID=73e3bb51-1aa7-db29-2ea3-52af99b4f747&jobsListKey=d4002645-cfc6-4652-94ae-56a76da402c7&persistVariables=CurATC,CurBID,JobListID,jobsListKey,JobID&lid=55188880128
[2] https://twitter.com/wrahool/status/1001052153723719680
[1] https://twitter.com/srajabi/status/1000038706328363013
[1] https://twitter.com/timhighfield/status/996743311619698695
[1] https://twitter.com/snurb_dot_info/status/1005781753431281664
[1] http://snurb.info/node/2329
[1] http://snurb.info/node/2353
[1] https://en.wikipedia.org/wiki/Paul_Lazarsfeld

Top URLs in Tweet in G7:
[2] https://www.speakofmigration.com/our-pictures-1/
[2] https://twitter.com/julesopolis/status/1001009491226386439
[1] https://twitter.com/weiaiwayne/status/1000999285083717632
[1] http://patriciarossini.com/index.php/2018/05/24/papers-at-ica2018-may-24-28-prague/
[1] https://twitter.com/rasmus_kleis/status/1000356225316458496
[1] https://www.youtube.com/playlist?list=PLe9DFEcTXai2OMUViCJlyqcBgXTqP-XkP

[1] http://jobs.unimelb.edu.au/mob/caw/en/job/896838/associate-profprof-in-digital-humanities
[1] http://www.nytimes.com/2016/08/08/business/balance-fairness-and-a-proudly-provocative-presidential-candidate.html
[1] https://twitter.com/icahdq/status/1001161987835998208
[1] https://twitter.com/KarinWahlJ/status/1000355998060728321/photo/1

Top URLs in Tweet in G9:
[4] http://quello.msu.edu/68th-ica-conference-in-prague-voices/
[3] https://twitter.com/julius_reimer/status/1000757290956414983
[2] https://twitter.com/julius_reimer/status/1000758718114430976
[2] https://www.stir.ac.uk/about/faculties-and-services/arts-humanities/news-events/conferences/meccsa-2019/call-for-papers/
[2] https://www.eventbrite.com/e/mcc-reception-at-ica-registration-43670037257
[1] https://twitter.com/GENinnovate/status/1002458227009826818
[1] http://tinyurl.com/yaa6vpdo
[1] https://twitter.com/biscottto/status/1001014139874107392
[1] https://www.meedia.de/2018/05/28/beim-spiegel-geht-es-nicht-darum-cool-zu-sein-produktchef-stefan-ploechinger-ueber-die-neue-paid-content-strategie/
[1] https://www.hans-bredow-institut.de/de/aktuelles/mitarbeiterinnen-und-mitarbeiter-des-institut-repraesentieren-die-deutsche-kommunikationswissenschaft-auf-der-ica-2018

Top URLs in Tweet in G10:
[7] http://mj.unc.edu/news/unc-68th-annual-ica-conference-prague
[2] https://twitter.com/ica_prd/status/1000377120269402113
[1] https://twitter.com/icahdq/status/1000374180951609344
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_session&selected_session_id=1374272&cmd=online_program_direct_link&sub_action=online_program
[1] http://tinyurl.com/ybf3ow9p
[1] http://tinyurl.com/ybsrf6n9
[1] http://tinyurl.com/ya3trwpp
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_session&selected_session_id=1366351&cmd=online_program_direct_link&sub_action=online_program
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_session&selected_session_id=1373998&cmd=online_program_direct_link&sub_action=online_program
[1] http://convention2.allacademic.com/one/ica/ica18/index.php?program_focus=view_session&selected_session_id=1373825&cmd=online_program_direct_link&sub_action=online_program

Top URLs in Tweet in G11:
[4] http://explore.tandfonline.com/cfp/ah/upcp-si-fake-news-1q2018?utm_source=CPB&utm_medium=cms&utm_campaign=JMQ04574
[3] http://chainsawriot.com/mannheim/2018/05/29/ica-reflection1.html
[2] http://chainsawriot.com/mannheim/2018/05/31/ica-reflection2.html
[1] https://academic.oup.com/joc/article-abstract/68/3/525/4972615
[1] https://twitter.com/dqcomm2018/status/1003906507421908992
[1] https://twitter.com/anxiaostudio/status/1006256705045389312
[1] http://compcommlab.univie.ac.at/news-detailansicht/news/ccl-at-ica18-in-prague/?tx_news_pi1%5Bcontroller%5D=News&tx_news_pi1%5Baction%5D=detail&cHash=5cb2961cc213d2d0e1589ec62202b190
[1] https://twitter.com/lenafrescamente/status/1000756325914202113
[1] https://doi.org/10.1080/13645579.2013.774186

Top Domains
Top Domains in Tweet in Entire Graph:
[266] twitter.com
[43] allacademic.com
[39] youtube.com
[23] tinyurl.com
[20] nodexlgraphgallery.org
[13] sagepub.com
[13] facebook.com
[11] publicbooks.org
[10] ufl.edu
[10] digitaldetox.org

Top Domains in Tweet in G1:
[93] twitter.com
[29] youtube.com
[16] allacademic.com
[13] nodexlgraphgallery.org
[5] oup.com
[5] snsoroka.com
[4] flickr.com
[3] tinyurl.com
[3] ac.uk
[3] wiley.com

Top Domains in Tweet in G2:
[39] twitter.com
[10] publicbooks.org
[9] allacademic.com
[8] transformativemedia.cc
[5] google.com
[4] tinyurl.com
[4] adanewmedia.org
[3] colorado.edu
[3] criticalracedigitalstudies.com
[3] skycroeser.net

Top Domains in Tweet in G3:
[34] twitter.com
[6] upf.edu
[6] facebook.com
[6] sagepub.com
[5] youtube.com
[5] tinyurl.com
[4] allacademic.com
[3] bddy.me
[2] transmedialiteracy.org
[2] globalkidsonline.net

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

Top Domains in Tweet in G5:
[15] twitter.com
[6] allacademic.com
[5] tinyurl.com
[3] facebook.com
[2] swarmapp.com
[2] ow.ly
[1] msu.edu
[1] publicbooks.org
[1] tandfonline.com
[1] google.com

Top Domains in Tweet in G6:
[16] twitter.com
[6] snurb.info
[2] net.au
[2] palgrave.com
[1] wikipedia.org
[1] tandfonline.com
[1] ricksteves.com
[1] tinyurl.com
[1] facebook.com
[1] sciencedirect.com

Top Domains in Tweet in G7:
[7] twitter.com
[2] speakofmigration.com
[1] patriciarossini.com
[1] youtube.com
[1] edu.au
[1] nytimes.com

Top Domains in Tweet in G9:
[8] twitter.com
[4] msu.edu
[2] ac.uk
[2] eventbrite.com
[1] tinyurl.com
[1] meedia.de
[1] hans-bredow-institut.de

Top Domains in Tweet in G10:
[7] unc.edu
[4] twitter.com
[4] allacademic.com
[3] tinyurl.com
[1] elsevier.com
[1] uva.nl

Top Domains in Tweet in G11:
[5] chainsawriot.com
[4] tandfonline.com
[3] twitter.com
[1] oup.com
[1] ac.at
[1] doi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4040] ica18
[315] ica_pol
[149] ica_jsd
[133] ica_cat
[106] prague
[78] polcom
[75] communicationsowhite
[71] cargc1718
[63] ica_cm
[61] ica19



Top Hashtags in Tweet in G1:
[946] ica18
[271] ica_pol
[94] ica_jsd
[71] polcom
[28] bots
[18] projectrecode
[14] polcomm
[11] ica_ptc
[10] ica19
[8] ica_cm

Top Hashtags in Tweet in G2:
[943] ica18
[69] cargc1718
[57] communicationsowhite
[47] prague
[37] ica_fsd
[22] ica_gcsc
[17] designjustice
[16] ica19
[14] designjustice18
[13] budapest

Top Hashtags in Tweet in G3:
[553] ica18
[103] ica_cat
[38] ica_cam
[36] ica_cm
[18] transliteracy2018
[16] prague
[15] ica_ptc
[13] childrights
[12] globalkidsonline
[12] digital

Top Hashtags in Tweet in G4:
[324] ica18
[2] communicationsowhite
[1] prague

Top Hashtags in Tweet in G5:
[293] ica18
[28] publicdiplomacy
[19] ica_gs
[15] prague
[15] ica_pd
[13] msuica
[11] ica_cat
[9] ica19
[8] digitaldiplomacy
[8] lsu

Top Hashtags in Tweet in G6:
[148] ica18
[8] pepe
[7] datascience
[6] ica_idd
[3] facebookapi
[2] ica_vis
[2] ica_org
[2] ica_cat
[2] ica19
[2] ica_pol

Top Hashtags in Tweet in G7:
[137] ica18
[10] ica_pol
[10] ica_jsd
[3] justsaying
[2] jmkglobmed
[1] polcomm
[1] apsa2018
[1] polcom
[1] ica18_jd
[1] ica19

Top Hashtags in Tweet in G9:
[76] ica18
[15] ica_jsd
[4] dgpuk
[3] bredow
[2] ica19
[2] nyu
[2] mediastudies
[1] ica2018
[1] justsayin
[1] algorithmen

Top Hashtags in Tweet in G10:
[73] ica18
[19] ica_pr
[10] uncmjresearch
[7] ica_pol
[7] uncica
[4] precon
[4] research
[4] fakenews
[3] ica19
[3] pr

Top Hashtags in Tweet in G11:
[49] ica18
[14] ica_cm
[6] ica_pol
[4] ica
[1] icm_cm
[1] aoir2018
[1] masscomm
[1] ica_fsd
[1] ieee
[1] datascience

Top Words
Top Words in Tweet in Entire Graph:
[4279] Words in Sentiment List#1: Positive
[1492] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[109738] Non-categorized Words
[115509] Total Words
[4048] ica18
[690] prague
[562] here
[530] â
[493] rasmus_kleis

Top Words in Tweet in G1:
[942] ica18
[446] rasmus_kleis
[272] ica_pol
[241] news
[213] â
[203] great
[191] media
[174] panel
[166] political
[130] papers

Top Words in Tweet in G2:
[940] ica18
[140] â
[123] prague
[120] mkraidy
[108] work
[102] media
[97] annenbergcargc
[94] panel
[92] icahdq
[91] paper

Top Words in Tweet in G3:
[554] ica18
[130] ica_cat
[96] trans_literacy
[81] project
[65] livingstone_s
[64] cscolari
[60] h2020
[59] online
[59] media
[57] here

Top Words in Tweet in G4:
[324] ica18
[313] prague
[310] here
[310] conference
[310] professor
[309] german
[309] passport
[309] checker
[309] brought
[309] job

Top Words in Tweet in G5:
[301] ica18
[69] public
[55] prague
[53] ica_pd
[37] â
[36] ðÿ
[34] paper
[34] goals
[33] great
[33] centric

Top Words in Tweet in G6:
[148] ica18
[30] snurb_dot_info
[25] media
[20] paper
[19] â
[18] ðÿ
[16] here
[16] new
[15] research
[14] elihu

Top Words in Tweet in G7:
[136] ica18
[45] s
[37] day
[36] patyrossini
[28] scholars
[26] female
[24] aâ
[23] need
[23] witnessing
[23] serious

Top Words in Tweet in G9:
[76] ica18
[30] panel
[23] journalism
[18] julius_reimer
[15] ica_jsd
[13] ðÿ
[12] presenting
[12] researchers
[10] wloosen
[9] right

Top Words in Tweet in G10:
[73] ica18
[20] great
[20] ica_prd
[19] ica_pr
[18] public
[15] paper
[13] pr
[12] conference
[12] icahdq
[11] student

Top Words in Tweet in G11:
[49] ica18
[21] dfreelon
[15] ica_cm
[11] api
[10] paper
[10] facebook
[10] side
[10] time
[9] post
[9] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[352] prague,ica18
[316] conference,prague
[311] german,passport
[311] passport,checker
[311] checker,brought
[311] brought,here
[311] here,conference
[311] ica18,job
[311] job,professor
[310] neillewisjr,german

Top Word Pairs in Tweet in G1:
[133] ica18,ica_pol
[76] social,media
[60] great,talk
[59] ica18,ica_jsd
[58] ica18,presentations
[56] ica_pol,panel
[56] title,ica18
[55] carole,stabile
[55] stabile,great
[55] talk,probably

Top Word Pairs in Tweet in G2:
[59] peer,review
[48] hi,ica18
[48] ica18,weâ
[48] re,subject
[48] subject,communicationsowhite
[48] communicationsowhite,importance
[48] importance,diversifying
[48] diversifying,field
[48] field,know
[47] sjjphd,hi

Top Word Pairs in Tweet in G3:
[63] trans_literacy,project
[60] h2020,trans_literacy
[52] ica18,ica_cat
[40] online,version
[40] version,book
[40] book,here
[40] project,explained
[40] explained,15
[40] 15,engaging
[34] here,h2020

Top Word Pairs in Tweet in G4:
[309] german,passport
[309] passport,checker
[309] checker,brought
[309] brought,here
[309] here,conference
[309] conference,prague
[309] prague,ica18
[309] ica18,job
[309] job,professor
[308] neillewisjr,german

Top Word Pairs in Tweet in G5:
[29] public,diplomacy
[22] public,centric
[22] centric,goals
[15] elihu,katz
[15] top,paper
[12] eytan,gilboa
[12] state,art
[12] ica_pd,public
[11] ica18,msuica
[11] centric,public

Top Word Pairs in Tweet in G6:
[13] elihu,katz
[12] filter,bubbles
[11] ica18,paper
[11] bubbles,australian
[10] pepe,dilemma
[10] dilemma,visual
[10] paper,frankly
[10] frankly,debunks
[10] debunks,idea
[10] idea,pronounced

Top Word Pairs in Tweet in G7:
[24] scholars,ica18
[23] witnessing,serious
[23] serious,mansplaining
[23] mansplaining,straightforward
[23] straightforward,disrespect
[23] disrespect,towards
[23] towards,female
[23] female,scholars
[23] ica18,hereâ
[23] hereâ,s

Top Word Pairs in Tweet in G9:
[7] dgpuk,panel
[7] ica18,ica_jsd
[6] ica18,panel
[5] panel,algorithmization
[5] algorithmization,journalism
[5] wloosen,dryhairtogo
[5] dear,journalism
[5] journalism,researchers
[5] researchers,listed
[5] listed,ica_jsd

Top Word Pairs in Tweet in G10:
[11] ica18,ica_pr
[9] top,student
[9] student,paper
[8] ica18,ica_prd
[8] present,uncmjresearch
[7] public,sector
[7] public,relations
[7] congrats,jordanmorehou
[7] jordanmorehou,top
[7] paper,ica18

Top Word Pairs in Tweet in G11:
[12] ica18,ica_cm
[9] post,api
[8] dfreelon,post
[8] api,age
[8] age,remain
[8] remain,dependent
[8] dependent,facebook
[8] facebook,et
[8] et,al's
[8] al's,policy

Top Replied-To
Top Replied-To in Entire Graph:
@mkraidy
@raratan
@couldrynick
@icahdq
@jbratich
@risj_oxford
@livingstone_s
@yaseminyusufoff
@alisonhearn
@srajabi

Top Replied-To in G1:
@risj_oxford
@shannimcg
@rasmus_kleis
@saharaheart_cc
@marc_smith
@davekarpf
@antoniskalog
@kreissdaniel
@snurb_dot_info

Top Replied-To in G2:
@mkraidy
@yaseminyusufoff
@jbratich
@selzerking
@kattyalhayek
@juliasonnevend
@alisonhearn
@profouellette
@jonathan_c_ong
@monix3

Top Replied-To in G3:
@livingstone_s
@couldrynick
@hernangalperin
@icacamdivision
@icahdq
@arcticpenguin
@lenafrescamente
@anneohirsch
@bekdale
@timilosevic

Top Replied-To in G5:
@raratan
@srajabi
@claregrall
@shitprateeksays
@lindybos
@lindsayhahn_
@icasecac
@ica_cat
@emmelyncroes
@pgrell

Top Replied-To in G6:
@jonnakoponen
@arcticpenguin
@rutgerscomminfo
@tzlilsharon
@nicholasajohn
@stoweboyd
@brookeerinduffy

Top Replied-To in G7:
@meljbunce
@journoscholar
@melamedeiros
@ginasue

Top Replied-To in G9:
@julius_reimer

Top Replied-To in G10:
@irinalock
@masseycjm
@mwiesenb

Top Replied-To in G11:
@dfreelon
@cuhkofficial
@patyrossini
@jmschku

Top Mentioned
Top Mentioned in Entire Graph:
@rasmus_kleis
@neillewisjr
@icahdq
@poli_com
@mkraidy
@annenbergpenn
@annenbergcargc
@risj_oxford
@roopikarisam
@trans_literacy

Top Mentioned in G1:
@rasmus_kleis
@poli_com
@risj_oxford
@lmneudert
@shannimcg
@sbradshaww
@kreissdaniel
@25lettori
@pnhoward
@dragz

Top Mentioned in G2:
@mkraidy
@annenbergcargc
@icahdq
@roopikarisam
@annenbergpenn
@heatherjaber
@sjjphd
@cyberdivalivesl
@scroeser
@revatiprasad

Top Mentioned in G3:
@trans_literacy
@cscolari
@livingstone_s
@icacamdivision
@eukidsonline
@ica_cat
@upfbarcelona
@giovannamas
@icahdq
@jocam_online

Top Mentioned in G4:
@neillewisjr
@schradie
@mergerson_jms
@sjjphd
@rasmus_kleis

Top Mentioned in G5:
@ica_pd
@bowmanspartan
@phil_arceneaux
@icahdq
@claregrall
@icagames
@ica_csab
@diana_ingenhoff
@commdeptmsu
@hiltonprague

Top Mentioned in G6:
@snurb_dot_info
@usi_imeg
@qutdmrc
@nicholasajohn
@klobinger
@rvnma
@kkatot
@tzlilsharon
@psucommgraded
@gabriele_balbi

Top Mentioned in G7:
@patyrossini
@univgron_journ
@mjbroersma
@meljbunce
@tweetbaack
@ginasue
@rasmus_kleis
@aljoshakarim
@karinwahlj
@raufercon

Top Mentioned in G9:
@julius_reimer
@wloosen
@annikasehl
@fhanusch
@quellocenter
@dryhairtogo
@iamedson
@gusse
@lizdubois
@cristinamonzer

Top Mentioned in G10:
@ica_prd
@icahdq
@saffer_unc
@alelovari
@inpublicom
@jordanmorehou
@fhungbaesecke
@uncmjgradstudy
@jeroen_gf
@drbowen

Top Mentioned in G11:
@dfreelon
@vanatteveldt
@chainsawriot
@cfwells
@annie_waldherr
@d_stoltenberg
@ifkms
@rasmus_kleis
@niftyc

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@sectest9
@el_universal_mx
@joe_america1776
@ottlegalrebels
@alizardx
@eddarrell
@gis_sharer
@iteration23
@nytimes

Top Tweeters in G1:
@joe_america1776
@eddarrell
@sueleugers
@puffles2010
@lizditz
@retiario
@pennyb
@beccanalia
@tummler10
@sivavaid

Top Tweeters in G2:
@sectest9
@ottlegalrebels
@nytimes
@starfishncoffee
@inpoco
@raulpacheco
@todoenpcve
@savasavasava
@fortunemagazine
@socialgoodstuff

Top Tweeters in G3:
@el_universal_mx
@reforma
@lajornadaonline
@drmel_t
@ugemitch
@luisfanlo
@fernandezpm
@mauriciojaramil
@katypearce
@barrywellman

Top Tweeters in G4:
@iteration23
@semilocon
@kuanqia
@drugmonkeyblog
@abbieidk
@fireantprincess
@endhaltestelle_
@shi3rfairuzi
@die_primel
@ma_am_42_21

Top Tweeters in G5:
@easyjet
@flight_refunds
@nicochan33
@croakeyblog
@bbcradio4
@wired
@soniachopra28
@moqil
@bowmanspartan
@diolifestyle

Top Tweeters in G6:
@jurylady5
@drrimmer
@josefreedomve
@intelligent_bu
@sonokocentral
@drdaveobrien
@ktxby
@catspyjamasnz
@snurb_dot_info
@stoweboyd

Top Tweeters in G7:
@femme_mal
@objkshn
@antropomemoria
@kurt_wirth
@anthropunk
@lamarshall
@ubiquity75
@erikapearson
@ivorytowerjourn
@czuegner

Top Tweeters in G9:
@joanbleicher
@mic
@derspiegel
@sweethellena
@ignharyanto
@ramonsang
@stiruni
@michiganstateu
@cbpuschmann
@wloosen

Top Tweeters in G10:
@jhillport
@johngpettus
@joebobhester
@plankcenterpr
@masseyuni
@uniutrecht
@uncmjschool
@debyy
@mmdelc
@vilmaluo

Top Tweeters in G11:
@weiboscope
@neleheise
@actinginthelib
@dfreelon
@chainsawriot
@con_leung
@jmschku
@leticiabode
@markandrejevic
@r4dyc