icwsm, Twitter, 7/3/2019 4:49:57 PM, 201928


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icwsm_2019-07-03_05-04-21.xlsx
icwsm_2019-07-03_05-04-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2019
Short Description:
icwsm via NodeXL http://bit.ly/2FPKRNz
@icwsm
@nodexl
@0499154500q
@gvrkiran
@yelenamejova
@jurgenpfeffer
@twitterresearch
@mtknnktm
@gephi
@saiphcita

Top hashtags:
#icwsm2019
#icwsm
#phdchat
#socialmedia
#css
#icwsm19
#dataforvulnerable
#datascience
#icwsm2020

Description:
Description
The graph represents a network of 783 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 03 July 2019 at 12:04 UTC.

The requested start date was Monday, 01 July 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 90-day, 2-hour, 42-minute period from Monday, 01 April 2019 at 12:33 UTC to Sunday, 30 June 2019 at 15:16 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 : 783
Unique Edges : 1707
Edges With Duplicates : 1423
Total Edges : 3130
Number of Edge Types : 3
Replies to : 195
Tweet : 133
Mentions : 2802
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.114726971869829
Reciprocated Edge Ratio : 0.205838693715982
Connected Components : 55
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 648
Maximum Edges in a Connected Component : 3003
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.149553
Graph Density : 0.00330063726306781
Modularity : 0.369262
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://sites.google.com/view/icwsmscienceslam
[17] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[15] https://www.cyberagent.co.jp/news/detail/id=23055
[15] https://www.icwsm.org/2019/program/program/
[13] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3212
[13] https://arxiv.org/abs/1904.03301
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199786
[6] https://www.icwsm.org/2019/program/workshop/
[6] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics

Top URLs in Tweet in G1:
[5] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics
[4] https://docs.google.com/presentation/d/1zc5vciuIxLkybLOUUauc1YX9fBZIB2mssv1VtWgN8tM/edit
[4] https://sites.google.com/view/icwsmscienceslam
[4] https://twitter.com/cerenbudak/status/1138848463377051653
[3] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions/icwsm20a
[3] https://twitter.com/interdonatos/status/1131838809774145536
[2] https://icwsm.org/2019/attending/student-support/
[2] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions
[2] https://icwsm.org/2019/program/program/
[2] https://www.icwsm.org/2019/program/program/

Top URLs in Tweet in G2:
[10] https://arxiv.org/abs/1904.03301
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[6] https://sites.google.com/view/icwsmscienceslam
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199786
[5] https://icwsm.org/2019/program/tutorial/
[4] https://users.ics.aalto.fi/kiran/whatsapp-tutorial/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200081
[2] https://www.icwsm.org/2019/program/program/
[2] https://twitter.com/icwsm/status/1107639541261721600
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200268

Top URLs in Tweet in G3:
[3] https://aaai.org/ojs/index.php/ICWSM/article/view/3357
[3] https://marco-brambilla.com/2019/06/14/news-sharing-behaviour-on-twitter-a-dataset-and-a-pipeline/
[2] https://www.icwsm.org/2019/program/program/
[2] https://aaai.org/ojs/index.php/ICWSM/article/view/3250
[2] https://towardsdatascience.com/journalism-in-the-age-of-social-media-exploring-news-journalists-fakes-sharing-behaviour-5f553d79c77c?source=email-88b92e077317--writer.postDistributed&sk=7921540b6aef0cdd6cdfb3363770e757
[1] https://www.frontiersin.org/articles/10.3389/fdata.2019.00022
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3226/3094
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3227
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3219
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3239

Top URLs in Tweet in G4:
[7] https://www.icwsm.org/2019/program/program/
[4] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[3] https://sites.google.com/view/icwsmscienceslam
[2] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/submissions
[2] https://aaai.org/ojs/index.php/ICWSM/article/view/3239/3107
[2] https://aaai.org/ojs/index.php/ICWSM/article/view/3242
[1] https://twitter.com/elaragon/status/1138735041398411264
[1] https://link.springer.com/article/10.1007%2Fs00038-018-1192-5
[1] https://twitter.com/icwsm/status/1138706994917982208
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3357

Top URLs in Tweet in G5:
[1] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics

Top URLs in Tweet in G6:
[1] https://arxiv.org/abs/1810.09841
[1] https://tiny.cc/knightsafeharbor
[1] https://twitter.com/icwsm/status/1112753017445642242
[1] https://sites.google.com/view/icwsmscienceslam
[1] https://sites.google.com/site/dataforvulnerable19/
[1] https://arxiv.org/abs/1806.00429
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/viewPaper/8122
[1] http://people.csail.mit.edu/pkrafft/papers/Krafft_Starbird_Spiro_CHI2017.pdf
[1] https://www.ghostwork.info/articles
[1] https://www.propublica.org/datastore/dataset/compas-recidivism-risk-score-data-and-analysis

Top URLs in Tweet in G7:
[15] https://www.cyberagent.co.jp/news/detail/id=23055
[5] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3243/3111
[3] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3215/3083
[2] https://aaai.org/ojs/index.php/ICWSM/issue/view/238
[2] https://www.icwsm.org/2019/program/program/
[1] https://www.icwsm.org/2019/program/workshop/
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3353
[1] https://twitter.com/tksakaki/status/1118678456332500992
[1] https://twitter.com/icwsm/status/1125081025862934528
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3237/3105

Top URLs in Tweet in G8:
[5] https://sites.google.com/view/icwsmscienceslam
[3] https://arxiv.org/abs/1904.03301
[1] http://events.dimes.unical.it/soc2net/invited-talk/
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3360/3228
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3207/3075
[1] https://icwsm.org/2019/program/program/
[1] https://arxiv.org/abs/1904.03889
[1] https://twitter.com/mtknnktm/status/1138847216506982405
[1] http://icwsm.org
[1] https://twitter.com/wikiresearch/status/1119304117862662145

Top URLs in Tweet in G9:
[4] https://research.fb.com/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/
[1] https://projects.iq.harvard.edu/critical-data-science
[1] https://www.aaai.org/ocs/index.php/ICWSM/09/paper/viewPaper/184
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/viewFile/2886/3262
[1] https://medical-tribune.co.jp/news/2019/0528520257/?utm_source=mail&utm_medium=recent&utm_campaign=mailmag190529&mkt_tok=eyJpIjoiT1RZME5qVTJNRE5pT1RFeiIsInQiOiJzTVRiZlN2bTZJbjJGODh2WmgwMFZncUN5RWtVZWpzRlBBRFRBSzdid0UzeVZ0eFR6aFFSeG1zTk10WW1WcUhlQmxTZ2RmeHpoZlJtXC95U2tNa1RoWVRrN3hNa1p0YlZVNllmR2NaeFhVRitrZmpVTU1hWE9pblpYRUVVVjlMSGEifQ%3D%3D
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3356
[1] https://twitter.com/eredmil1/status/1138865055318118400
[1] https://research.fb.com/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/?utm_campaign=everyonesocial&utm_source=145887&utm_medium=twitter&es_p=9495800
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3247/3115
[1] https://research.fb.com/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/?utm_campaign=everyonesocial&utm_source=145843&utm_medium=twitter&es_p=9501219

Top URLs in Tweet in G10:
[13] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/

Top Domains
Top Domains in Tweet in Entire Graph:
[100] aaai.org
[45] icwsm.org
[44] twitter.com
[27] google.com
[26] arxiv.org
[21] nodexlgraphgallery.org
[19] wordpress.com
[16] co.jp
[8] fb.com
[7] precisionconference.com

Top Domains in Tweet in G1:
[13] twitter.com
[10] icwsm.org
[9] google.com
[5] precisionconference.com
[2] arxiv.org
[2] aaai.org
[1] frontiersin.org
[1] nodexlgraphgallery.org
[1] umich.edu
[1] github.com

Top Domains in Tweet in G2:
[19] nodexlgraphgallery.org
[14] arxiv.org
[14] icwsm.org
[9] twitter.com
[6] google.com
[4] aalto.fi
[2] springer.com
[1] tum.de
[1] aaai.org
[1] dradio.de

Top Domains in Tweet in G3:
[25] aaai.org
[3] icwsm.org
[3] twitter.com
[3] marco-brambilla.com
[2] edu.au
[2] harvard.edu
[2] towardsdatascience.com
[2] medium.com
[2] google.com
[1] frontiersin.org

Top Domains in Tweet in G4:
[10] icwsm.org
[8] twitter.com
[7] aaai.org
[4] wordpress.com
[3] google.com
[2] precisionconference.com
[1] springer.com
[1] facebook.com
[1] gatech.edu
[1] arxiv.org

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] arxiv.org
[2] google.com
[1] tiny.cc
[1] twitter.com
[1] aaai.org
[1] mit.edu
[1] ghostwork.info
[1] propublica.org

Top Domains in Tweet in G7:
[17] aaai.org
[15] co.jp
[4] twitter.com
[3] icwsm.org
[3] soc-research.org

Top Domains in Tweet in G8:
[5] google.com
[4] arxiv.org
[2] aaai.org
[2] icwsm.org
[2] twitter.com
[1] unical.it

Top Domains in Tweet in G9:
[7] aaai.org
[7] fb.com
[1] harvard.edu
[1] co.jp
[1] twitter.com
[1] tweetedtimes.com
[1] mazenz.com

Top Domains in Tweet in G10:
[13] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[358] icwsm2019
[233] icwsm
[42] phdchat
[37] socialmedia
[31] css
[31] icwsm19
[31] dataforvulnerable
[24] datascience
[22] icwsm2020
[19] munich



Top Hashtags in Tweet in G1:
[72] icwsm2019
[46] icwsm
[12] icwsm2020
[11] icwsm19
[8] datascience
[6] socialmedia
[5] dataforvulnerable
[4] slam
[4] sagecampus
[4] safety

Top Hashtags in Tweet in G2:
[129] icwsm2019
[95] icwsm
[42] phdchat
[16] munich
[13] dataforvulnerable
[12] socialmedia
[11] css
[11] ff
[7] digitaldemography
[6] datascience

Top Hashtags in Tweet in G3:
[91] icwsm2019
[20] icwsm
[15] socialmedia
[9] journalism
[7] opendata
[7] datascience
[6] news
[3] fair
[3] findable
[3] accessibility

Top Hashtags in Tweet in G4:
[40] icwsm2019
[31] icwsm
[16] css
[8] icwsm2020
[4] cscw2019
[3] some
[3] icwsm19
[2] chi2019
[1] safety
[1] inspiration

Top Hashtags in Tweet in G5:
[1] icwsm
[1] icwsm19
[1] datascience
[1] sciencetwitter

Top Hashtags in Tweet in G6:
[12] dataforvulnerable
[10] icwsm
[7] icwsm2019
[6] icwsm19
[1] research
[1] ethics
[1] datascience
[1] fascinating
[1] trolls
[1] bots

Top Hashtags in Tweet in G7:
[13] icwsm2019
[3] 関西学院大学
[3] 商学部
[2] icwsm
[2] 社会学
[1] ソーシャルメディア
[1] aaai
[1] マーケティング

Top Hashtags in Tweet in G8:
[9] icwsm
[5] wikipedia
[1] soc2net
[1] icwsm2019

Top Hashtags in Tweet in G9:
[3] icwsm
[1] academicprograms
[1] datascience
[1] socialmedia
[1] trends
[1] icwsm2019

Top Hashtags in Tweet in G10:
[2] gephi
[2] graph
[2] opensource

Top Words
Top Words in Tweet in Entire Graph:
[1113] Words in Sentiment List#1: Positive
[417] Words in Sentiment List#2: Negative
[18] Words in Sentiment List#3: Angry/Violent
[26264] Non-categorized Words
[27794] Total Words
[872] icwsm
[358] #icwsm2019
[240] paper
[238] #icwsm
[180] ø

Top Words in Tweet in G1:
[232] icwsm
[72] #icwsm2019
[48] #icwsm
[36] paper
[35] 2019
[33] data
[32] yelenamejova
[32] elaragon
[29] t
[28] jurgenpfeffer

Top Words in Tweet in G2:
[202] icwsm
[129] #icwsm2019
[109] nodexl
[95] #icwsm
[88] tutorial
[85] was3210
[72] digitalspacelab
[66] social
[64] network
[59] media

Top Words in Tweet in G3:
[150] icwsm
[91] #icwsm2019
[56] paper
[35] social
[33] data
[29] jisunan
[27] great
[26] news
[25] media
[22] cross

Top Words in Tweet in G4:
[151] icwsm
[68] paper
[40] #icwsm2019
[34] congrats
[34] cerenbudak
[33] award
[31] #icwsm
[27] gephi
[26] munmun10
[26] time

Top Words in Tweet in G6:
[44] icwsm
[30] yelenamejova
[17] data
[15] vulnerable
[15] workshop
[12] #dataforvulnerable
[12] elad1
[11] kristinalerman
[10] thank
[10] #icwsm

Top Words in Tweet in G7:
[26] icwsm
[15] webとソーシャルメディアの国際会議
[13] 秋葉原ラボ所属のエンジニアが
[13] にて採択されました
[13] #icwsm2019
[12] ca_developers
[9] toritorix
[8] mtknnktm
[8] analysis
[8] text

Top Words in Tweet in G8:
[12] cervisiarius
[12] wikiresearch
[11] icwsm
[10] congrats
[9] #icwsm
[9] leila
[9] zia
[9] mansurov
[9] problem
[9] solution

Top Words in Tweet in G9:
[15] icwsm
[15] 2019
[9] research
[8] request
[8] proposals
[8] economic
[8] opportunity
[8] announced
[7] social
[6] media

Top Words in Tweet in G10:
[27] gephi
[15] paper
[15] icwsm
[15] award
[13] gets
[13] test
[13] time
[2] #gephi
[2] #graph
[2] #opensource

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[119] social,media
[118] icwsm,2019
[98] ù,ø
[78] ø,ù
[51] ù,ù
[45] #icwsm2019,#icwsm
[45] ø,ø
[43] icwsm,#icwsm2019
[41] digitalspacelab,icwsm
[39] looking,forward

Top Word Pairs in Tweet in G1:
[26] icwsm,2019
[14] years,old
[13] icwsm,#icwsm2019
[12] jurgenpfeffer,icwsm
[12] listen,music
[12] music,released
[12] released,12
[12] 12,22
[12] 22,years
[12] old,huge

Top Word Pairs in Tweet in G2:
[58] social,media
[45] icwsm,2019
[40] digitalspacelab,icwsm
[39] network,analysis
[37] tutorial,nodexl
[37] nodexl,social
[35] media,network
[34] looking,forward
[33] forward,running
[33] running,tutorial

Top Word Pairs in Tweet in G3:
[22] social,media
[21] homogeneous,cross
[21] cross,cutting
[16] political,discussions
[16] discussions,homogeneous
[13] icwsm,2019
[13] icwsm,paper
[12] jisunan,haewoon
[12] haewoon,posegga
[11] icwsm,#icwsm2019

Top Word Pairs in Tweet in G4:
[23] mathieubastian,mentatseb
[19] test,time
[17] time,award
[16] award,#icwsm2019
[15] icwsm,2019
[15] icwsm,congrats
[14] best,paper
[14] paper,icwsm
[14] next,year
[13] paper,gephi

Top Word Pairs in Tweet in G6:
[9] icwsm,workshop
[8] vulnerable,populations
[7] #dataforvulnerable,icwsm
[6] danielapaolotti,rumichunara
[6] data,wellbeing
[6] wellbeing,vulnerable
[5] thank,yelenamejova
[5] yelenamejova,kyriakikalimeri
[5] kyriakikalimeri,danielapaolotti
[5] rumichunara,accepting

Top Word Pairs in Tweet in G7:
[15] webとソーシャルメディアの国際会議,icwsm
[13] 秋葉原ラボ所属のエンジニアが,webとソーシャルメディアの国際会議
[13] icwsm,にて採択されました
[12] ca_developers,秋葉原ラボ所属のエンジニアが
[6] 発表終わった,ピグパーティというアバターコミュニケーションサービスにおいて
[6] ピグパーティというアバターコミュニケーションサービスにおいて,いじめに関する相談をする
[6] いじめに関する相談をする,される時のノンバーバルコミュニケーション
[6] される時のノンバーバルコミュニケーション,表情やジェスチャー
[6] 表情やジェスチャー,の使い方を示し
[5] mtknnktm,発表終わった

Top Word Pairs in Tweet in G8:
[9] leila,zia
[9] problem,solution
[8] congrats,abdolmartin
[8] abdolmartin,leila
[8] zia,capt_swing
[8] capt_swing,baha
[8] baha,mansurov
[8] mansurov,cervisiarius
[8] cervisiarius,oustanding
[8] oustanding,problem

Top Word Pairs in Tweet in G9:
[11] icwsm,2019
[8] request,proposals
[8] proposals,economic
[8] economic,opportunity
[8] opportunity,research
[8] research,announced
[8] announced,icwsm
[6] social,media
[4] conference,web
[4] web,social

Top Word Pairs in Tweet in G10:
[13] gephi,paper
[13] paper,gets
[13] gets,icwsm
[13] icwsm,test
[13] test,time
[13] time,award
[10] gephi,gephi
[2] award,gephi
[2] gephi,#gephi
[2] #gephi,#graph

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@elaragon
@gareth_tyson
@jurgenpfeffer
@cerenbudak
@yelenamejova
@mathieubastian
@jacomyma
@benjamindhorne
@d_alburez

Top Replied-To in G1:
@elaragon
@jurgenpfeffer
@icwsm
@nathanlande
@bjoseph
@gareth_tyson
@benjamindhorne
@jkru
@kirinjaan
@linguangst

Top Replied-To in G2:
@gareth_tyson
@icwsm
@yelenamejova
@d_alburez
@narseo
@ezagheni
@dozee_sim
@elaragon
@kristinalerman
@maxrossmann

Top Replied-To in G3:
@icwsm
@cristiancantoro
@benjamindhorne
@saharnazdi
@jisunan
@gareth_tyson
@leonderczynski
@vj_chidambaram
@oren_data
@d_alburez

Top Replied-To in G4:
@cerenbudak
@mathieubastian
@jacomyma
@icwsm
@danielmromero
@eredmiles
@r_ashwin
@kristinalerman
@thesasho
@amudhar

Top Replied-To in G5:
@stevehuang68

Top Replied-To in G6:
@yelenamejova
@jurgenpfeffer
@cerenbudak
@vvoukelatou
@rumichunara
@iohacker
@jeffbigham

Top Replied-To in G7:
@mtknnktm
@kosukeshinoda
@ishiiakira
@hirokisayama

Top Replied-To in G8:
@handyschwartz
@lajello
@kous2v

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yelenamejova
@jurgenpfeffer
@was3210
@nodexl
@digitalspacelab
@gvrkiran
@cerenbudak
@munmun10
@jisunan

Top Mentioned in G1:
@icwsm
@yelenamejova
@jurgenpfeffer
@elaragon
@twitterresearch
@cerenbudak
@facebook
@spotify
@eredmil1
@sarakimelman

Top Mentioned in G2:
@icwsm
@was3210
@nodexl
@digitalspacelab
@gvrkiran
@yelenamejova
@jurgenpfeffer
@sof14g1l
@gareth_tyson

Top Mentioned in G3:
@icwsm
@jisunan
@kimpulsive93
@haewoon
@yelenamejova
@jurgenpfeffer
@_kenny_joseph
@posegga
@katja_mat
@ajungherr

Top Mentioned in G4:
@icwsm
@cerenbudak
@munmun10
@mentatseb
@mathieubastian
@jurgenpfeffer
@r_ashwin
@jacomyma
@david__jurgens
@kous2v

Top Mentioned in G5:
@runclouds
@lisatruthjohns
@mysticwolf14
@1228erin
@lisandre_moreau
@mukulnandi1972
@debryan96962349
@eldiablo0786
@ladywiseworld
@babygo2014

Top Mentioned in G6:
@icwsm
@yelenamejova
@elad1
@kristinalerman
@danielapaolotti
@rumichunara
@dlf
@kyriakikalimeri
@jurgenpfeffer
@jac

Top Mentioned in G7:
@ca_developers
@toritorix
@mtknnktm
@keiichi_ochiai
@jurgenpfeffer
@tksakaki
@bot_enpitsu
@ishiiakira
@snurb_dot_info

Top Mentioned in G8:
@cervisiarius
@wikiresearch
@icwsm
@abdolmartin
@capt_swing
@gvrkiran
@handyschwartz
@interdonatos
@red_abebe

Top Mentioned in G9:

Top Mentioned in G10:
@gephi
@snurb_dot_info
@raulq_f

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@gamergeeknews
@ottlegalrebels
@bot_enpitsu
@laurettamylove
@karijoys
@drxaverius
@tressiemcphd
@debttrut
@f_camel

Top Tweeters in G1:
@rstatstweet
@linguangst
@womenintechchat
@darkolina
@_estalindalamar
@eventtesseract
@miguelrios
@spotify
@jkru
@brandontlocke

Top Tweeters in G2:
@ottlegalrebels
@tressiemcphd
@academicchatter
@3eani
@chronotope
@clancynewyork
@nvsdata
@vivianfrancos
@natematias
@uclsociology

Top Tweeters in G3:
@gamergeeknews
@portela_man
@snurb_dot_info
@melanielybarger
@followlori
@monrodriguez
@medium
@kuzeko
@marcobrambi
@mit

Top Tweeters in G4:
@phoenixgyaan
@ronpatz
@shionguha
@sotdi
@luiy
@vukosi
@syardi
@seinecle
@umsi
@jnkka

Top Tweeters in G5:
@marshawright
@laurettamylove
@karijoys
@purposefulact
@mysticwolf14
@reeves5150
@lovegoldenheart
@eldiablo0786
@cherylcorless41
@lauridmeizler

Top Tweeters in G6:
@dlf
@jeffbigham
@columbia
@nyuniversity
@gabilooo
@ctoxtli
@saiphcita
@kotarohara
@ciro
@marylgray

Top Tweeters in G7:
@bot_enpitsu
@opexxx
@kosukeshinoda
@konojunya
@fukutax
@toritorix
@ishiiakira
@koheisakamoto88
@mtknnktm
@tksakaki

Top Tweeters in G8:
@josefslerka
@xabuci
@abdolmartin
@wikimediauk
@readermeter
@vanessa_murdock
@nomad421
@damewendydbe
@rexdouglass
@wikiresearch

Top Tweeters in G9:
@f_camel
@dev_topics
@mazensalama
@eventosglobais
@amicalwikimedia
@marmarma9999
@guardianeng
@softwarenews42
@tonisant
@urps

Top Tweeters in G10:
@antounh
@fabiomalini
@soci
@jorgaf
@simonlindgren
@condadodeyork
@boogheta
@consilience09
@gephi
@ludowaltman


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