#AoIR2018, Twitter, 10/11/2018 12:21:45 AM, 171031


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#AoIR2018_2018-10-10_17-13-32.xlsx
#AoIR2018_2018-10-10_17-13-32.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 11, 2018
Short Description:
#AoIR2018 via NodeXL http://bit.ly/2yuc6ss
@snurb_dot_info
@meluka01
@aoir_org
@sarah_stang
@traceylauriault
@mylynnfelt
@ybika
@mckelveyf
@jilltxt
@goingmtl

Top hashtags:
#aoir2018
#goinglivemtl
#culturallifeofml
#montreal
#labcmowee
#owee
#digitalmethods
#aoir18

Description:
Description
The graph represents a network of 469 Twitter users whose recent tweets contained "#AoIR2018", 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 October 2018 at 00:14 UTC.

The tweets in the network were tweeted over the 7-day, 23-hour, 53-minute period from Wednesday, 03 October 2018 at 00:19 UTC to Thursday, 11 October 2018 at 00:13 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 : 469
Unique Edges : 1054
Edges With Duplicates : 752
Total Edges : 1806
Self-Loops : 296
Reciprocated Vertex Pair Ratio : 0.0929332042594385
Reciprocated Edge Ratio : 0.170062001771479
Connected Components : 54
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 402
Maximum Edges in a Connected Component : 1737
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.652611
Graph Density : 0.0051436954422029
Modularity : 0.418564
NodeXL Version : 1.0.1.404

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://global.oup.com/academic/product/the-platform-society-9780190889777?cc=ca&lang=en&
[8] https://www.google.com/maps/dir/Le+Centre+Sheraton+Montr%C3%A9al+H%C3%B4tel,+Boulevard+Ren%C3%A9-L%C3%A9vesque+Ouest,+Montr%C3%A9al,+QC/1496+Rue+Saint-Denis,+Montr%C3%A9al,+QC/@45.5061644,-73.5756132,15z/data=!3m1!4b1!4m14!4m13!1m5!1m1!1s0x4cc91a42f46cd423:0xce6742b1fed51b6f!2m2!1d-73.5716361!2d45.4979625!1m5!1m1!1s0x4cc91a4d2c871b2f:0x6276a2424fca27eb!2m2!1d-73.5615817!2d45.5144165!3e2
[7] https://aoir2018.sched.com/signup
[5] https://www.twitch.tv/goinglivemtl
[3] https://blog.mtl.org/en/association-internet-researchers-2018
[3] https://link.springer.com/referencework/10.1007/978-94-024-1202-4#siteedition-academic-link
[3] https://twitter.com/aoir_org/status/1049652424816898048
[3] https://twitter.com/aoir_org/status/1049337500941078528
[3] http://www.memorablemontreal.com/print/batiments_menu.php?quartier=11&batiment=250§ion=Array&menu=histoire
[3] https://twitter.com/mekon222/status/1049754166430707713

Top URLs in Tweet in G1:
[5] https://www.google.com/maps/dir/Le+Centre+Sheraton+Montr%C3%A9al+H%C3%B4tel,+Boulevard+Ren%C3%A9-L%C3%A9vesque+Ouest,+Montr%C3%A9al,+QC/1496+Rue+Saint-Denis,+Montr%C3%A9al,+QC/@45.5061644,-73.5756132,15z/data=!3m1!4b1!4m14!4m13!1m5!1m1!1s0x4cc91a42f46cd423:0xce6742b1fed51b6f!2m2!1d-73.5716361!2d45.4979625!1m5!1m1!1s0x4cc91a4d2c871b2f:0x6276a2424fca27eb!2m2!1d-73.5615817!2d45.5144165!3e2
[4] https://aoir2018.sched.com/signup
[3] https://twitter.com/mekon222/status/1049754166430707713
[3] https://twitter.com/aoir_org/status/1049337500941078528
[3] https://twitter.com/aoir_org/status/1049652424816898048
[3] http://www.memorablemontreal.com/print/batiments_menu.php?quartier=11&batiment=250§ion=Array&menu=histoire
[3] https://datajusticelab.org/2018/10/09/data-justice-lab-at-aoir-conference-in-montreal/
[3] https://blog.mtl.org/en/association-internet-researchers-2018
[2] https://twitter.com/Montreal/status/1049696683272101889
[2] https://blog.mtl.org/en/know-before-you-go-montreal

Top URLs in Tweet in G2:
[4] https://www.twitch.tv/goinglivemtl
[3] https://goingliveconf.wixsite.com/goinglive/schedule
[2] https://aoir2018.sched.com/signup
[2] https://twitter.com/annettemarkham/status/1049253296601362432
[1] https://yalebooks.yale.edu/book/9780300218176/not-getting-paid-do-what-you-love
[1] https://www.indieinterfaces.com
[1] https://www.instagram.com/comsconcordia/
[1] https://www.twitch.tv/
[1] https://www.indieinterfaces.com/
[1] https://twitter.com/s_t_e_v_e_jones/status/1050018486595010560

Top URLs in Tweet in G3:
[18] https://global.oup.com/academic/product/the-platform-society-9780190889777?cc=ca&lang=en&
[3] https://twitter.com/npseaver/status/1049350808268169217
[2] https://www.google.com/maps/dir/Le+Centre+Sheraton+Montr%C3%A9al+H%C3%B4tel,+Boulevard+Ren%C3%A9-L%C3%A9vesque+Ouest,+Montr%C3%A9al,+QC/1496+Rue+Saint-Denis,+Montr%C3%A9al,+QC/@45.5061644,-73.5756132,15z/data=!3m1!4b1!4m14!4m13!1m5!1m1!1s0x4cc91a42f46cd423:0xce6742b1fed51b6f!2m2!1d-73.5716361!2d45.4979625!1m5!1m1!1s0x4cc91a4d2c871b2f:0x6276a2424fca27eb!2m2!1d-73.5615817!2d45.5144165!3e2
[2] https://www.conftool.com/aoir2018/index.php?page=browseSessions&form_session=398#paperID308
[2] https://t.co/uVkdBmlzbC
[1] http://creativitymachine.net/2008/05/
[1] https://www.canada.ca/en/immigration-refugees-citizenship/services/visit-canada/eta.html
[1] http://dmgreene.net/wp-content/uploads/2018/09/Greene-Hoffman-Stark-Better-Nicer-Clearer-Fairer-HICSS-Final-Submission.pdf
[1] https://twitter.com/nativeapprops/status/1048655971629891585
[1] https://alexiamaddox.com/2018/10/04/a-whirlwind-tour/

Top URLs in Tweet in G4:
[3] https://www.trendymadeeasy.com/
[1] https://twitter.com/airi_/status/1049654284193865729
[1] http://www.wehuntedthemammoth.com/2018/10/08/nazi-trolls-claimed-aryan-goddess-taylor-swift-as-one-of-their-own-now-shes-publicly-supporting-dems-and-the-trolls-are-losing-it/
[1] https://twitter.com/NBCNews/status/1049671702899302401
[1] https://twitter.com/Jainpankajkasan/status/1049917273518067712
[1] https://twitter.com/s_t_e_v_e_jones/status/1050018486595010560
[1] https://comprop.oii.ox.ac.uk/impact/aoir-2018/
[1] https://www.instagram.com/p/BowQy-ggYeiCyZIcNeFdtzE9O8ADYteBWFcwio0/?utm_source=ig_twitter_share&igshid=7f8u59hk8s5t
[1] https://twitter.com/kathalbury/status/1050161841370992645

Top URLs in Tweet in G5:
[1] https://aoir2018.sched.com/event/HPAW/digital-methods
[1] https://twitter.com/richardrogers/status/1049290857743048704
[1] https://link.springer.com/referencework/10.1007/978-94-024-1202-4#siteedition-academic-link
[1] https://www.google.com/maps/dir/Le+Centre+Sheraton+Montr%C3%A9al+H%C3%B4tel,+Boulevard+Ren%C3%A9-L%C3%A9vesque+Ouest,+Montr%C3%A9al,+QC/1496+Rue+Saint-Denis,+Montr%C3%A9al,+QC/@45.5061644,-73.5756132,15z/data=!3m1!4b1!4m14!4m13!1m5!1m1!1s0x4cc91a42f46cd423:0xce6742b1fed51b6f!2m2!1d-73.5716361!2d45.4979625!1m5!1m1!1s0x4cc91a4d2c871b2f:0x6276a2424fca27eb!2m2!1d-73.5615817!2d45.5144165!3e2
[1] https://aoir2018.sched.com/signup
[1] https://twitter.com/chachanine/status/1049999206872768512
[1] https://aoir2018.sched.com/event/HQCG
[1] http://journals.sagepub.com/doi/abs/10.1177/1556264618793773?cookieSet=1
[1] https://www.tandfonline.com/doi/full/10.1080/13183222.2018.1463047
[1] https://twitter.com/jvitak/status/1049765035936018439

Top URLs in Tweet in G6:
[1] https://twitter.com/mylynnfelt/status/1050166027701669889
[1] http://museumofrandommemory.com
[1] https://twitter.com/mekon222/status/1050131569028071424
[1] https://twitter.com/annettemarkham/status/1049253296601362432

Top URLs in Tweet in G7:
[1] https://www.cddc.vt.edu/aoir/2000/schedule.html
[1] https://www.routledge.com/Understanding-Tablets-from-Early-Childhood-to-Adulthood-Encounters-with/McEwen-Dube/p/book/9781138229433
[1] https://www.conftool.com/aoir2018/index.php?page=browseSessions&form_session=216
[1] https://www.peterlang.com/abstract/title/64309?rskey=eyTizH&result=1
[1] https://twitter.com/snurb_dot_info/status/1048127115751649280
[1] https://aoir2018.sched.com/mobile/#session:d104da8117f47dc1f0a039d90702ec5e
[1] https://www.uni-muenster.de/GK-Vertrauen-Kommunikation/en/index.html
[1] https://www.instagram.com/p/BowLrGVHEm6/?utm_source=ig_twitter_share&igshid=19wp32eozyzjd

Top URLs in Tweet in G8:
[1] https://ieeexplore.ieee.org/document/7763733
[1] https://twitter.com/mccastelle/status/1049717645120086018
[1] http://dmgreene.net/wp-content/uploads/2018/09/Greene-Hoffman-Stark-Better-Nicer-Clearer-Fairer-HICSS-Final-Submission.pdf

Top URLs in Tweet in G9:
[1] https://www.eventbrite.ca/e/iccit-party-aoir-tickets-50581131526
[1] https://www.uottawa.ca/vice-president-academic/faculty-relations/faculty-recruitment/openings
[1] https://www.heise.de/tp/features/Sense-less-Bodylust-in-Dataspace-and-multiple-Cyber-SM-3442007.html
[1] http://www.nbcnews.com/id/3078776/ns/news-internet_underground/t/sex-toys-blaze-tactile-trail-net/#.W7vulF8fDJ5.twitter

Top URLs in Tweet in G10:
[2] https://aoir.org/aoir2018/keynote_plenary/
[1] https://www.instagram.com/p/BowVoeLDUxn/?utm_source=ig_twitter_share&igshid=1gnn32wssvywd
[1] https://www.instagram.com/p/BowMKkfDw9G/?utm_source=ig_twitter_share&igshid=14mhqixcjsa9j
[1] https://www.instagram.com/p/Bow3ynvhxDX/?utm_source=ig_twitter_share&igshid=jwk7is3at4g
[1] https://www.instagram.com/p/BowTUFJhVLz/?utm_source=ig_twitter_share&igshid=rxzr7euj5m12

Top Domains
Top Domains in Tweet in Entire Graph:
[70] twitter.com
[19] oup.com
[14] sched.com
[11] google.com
[7] instagram.com
[6] twitch.tv
[5] mtl.org
[5] aoir.org
[4] sagepub.com
[4] conftool.com

Top Domains in Tweet in G1:
[34] twitter.com
[8] google.com
[7] sched.com
[5] mtl.org
[3] aoir.org
[3] memorablemontreal.com
[3] datajusticelab.org
[3] sagepub.com
[2] hiig.de
[1] space.ca

Top Domains in Tweet in G2:
[7] twitter.com
[5] twitch.tv
[3] wixsite.com
[2] sched.com
[2] indieinterfaces.com
[1] yale.edu
[1] instagram.com
[1] princeton.edu
[1] conftool.com

Top Domains in Tweet in G3:
[18] oup.com
[9] twitter.com
[2] google.com
[2] conftool.com
[2] t.co
[1] creativitymachine.net
[1] canada.ca
[1] dmgreene.net
[1] alexiamaddox.com
[1] amo-oma.ca

Top Domains in Tweet in G4:
[5] twitter.com
[3] trendymadeeasy.com
[1] wehuntedthemammoth.com
[1] ac.uk
[1] instagram.com

Top Domains in Tweet in G5:
[3] sched.com
[3] twitter.com
[1] springer.com
[1] google.com
[1] sagepub.com
[1] tandfonline.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] museumofrandommemory.com

Top Domains in Tweet in G7:
[1] vt.edu
[1] routledge.com
[1] conftool.com
[1] peterlang.com
[1] twitter.com
[1] sched.com
[1] uni-muenster.de
[1] instagram.com

Top Domains in Tweet in G8:
[1] ieee.org
[1] twitter.com
[1] dmgreene.net

Top Domains in Tweet in G9:
[1] eventbrite.ca
[1] uottawa.ca
[1] heise.de
[1] nbcnews.com

Top Domains in Tweet in G10:
[4] instagram.com
[2] aoir.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[883] aoir2018
[164] goinglivemtl
[27] culturallifeofml
[21] montreal
[18] labcmowee
[17] owee
[15] digitalmethods
[10] aoir18
[10] hmc
[9] montréal



Top Hashtags in Tweet in G1:
[263] aoir2018
[12] montreal
[10] digitalmethods
[8] owee
[6] goinglivemtl
[5] hmc
[4] labcmowee
[3] copyright
[3] montréal
[3] mileend

Top Hashtags in Tweet in G2:
[215] aoir2018
[157] goinglivemtl
[5] goibglivemtl
[4] gamedev
[2] montreal
[2] manbun
[1] famous
[1] twitchcon
[1] internetresearch
[1] livestreaming

Top Hashtags in Tweet in G3:
[122] aoir2018
[21] culturallifeofml
[3] fomo
[3] shumtech
[2] montréal
[1] famous
[1] aoir2019
[1] aoir2020
[1] elo18
[1] aoir2018hmc

Top Hashtags in Tweet in G4:
[47] aoir2018
[3] montreal
[3] labcmowee
[2] aarti__
[2] abscbnballfanfave
[2] accountabilitycourt
[2] adiza
[2] aeaorl
[2] aepete
[2] afcu16

Top Hashtags in Tweet in G5:
[56] aoir2018
[5] digitalmethods
[5] aoir18
[2] montreal
[2] aoir2017
[1] trackertracker

Top Hashtags in Tweet in G6:
[32] aoir2018
[3] montréal
[3] morm
[1] shrinetodataloss
[1] blackbox

Top Hashtags in Tweet in G7:
[43] aoir2018
[5] hmc
[4] aoir2018hmc
[2] ollietravels
[2] ofatw
[1] labcmowee
[1] owee
[1] apc2018
[1] apc18
[1] siri

Top Hashtags in Tweet in G8:
[39] aoir2018
[10] labcmowee
[5] labcmoowee
[5] owee
[5] culturallifeofml
[2] neniclab
[1] oweemtl

Top Hashtags in Tweet in G9:
[16] aoir2018
[1] totheninthpower
[1] chs
[1] teledildonics
[1] tactileinternet

Top Hashtags in Tweet in G10:
[18] aoir2018
[6] ethics
[6] maple
[2] montreal
[1] mtroyal

Top Words
Top Words in Tweet in Entire Graph:
[759] Words in Sentiment List#1: Positive
[298] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[23361] Non-categorized Words
[24418] Total Words
[893] aoir2018
[164] goinglivemtl
[137] montreal
[102] keynote
[93] live

Top Words in Tweet in G1:
[272] aoir2018
[55] keynote
[54] montreal
[53] aoir_org
[39] internet
[34] digital
[33] snurb_dot_info
[28] here
[28] more
[28] research

Top Words in Tweet in G2:
[215] aoir2018
[157] goinglivemtl
[88] live
[70] streaming
[68] streamers
[58] twitch
[48] black
[43] ybika
[38] game
[33] sarah_stang

Top Words in Tweet in G3:
[122] aoir2018
[34] book
[32] ai
[30] new
[25] u_inrs
[23] out
[22] jvdijck
[22] platform
[21] culturallifeofml
[20] luke_stark

Top Words in Tweet in G4:
[47] aoir2018
[9] montreal
[8] conference
[6] year
[6] now
[5] time
[5] missing
[5] first
[4] see
[4] everyone

Top Words in Tweet in G5:
[56] aoir2018
[22] snurb_dot_info
[17] richardrogers
[13] digital
[13] methods
[13] more
[11] social
[11] study
[10] jeanburgess
[10] timhighfield

Top Words in Tweet in G6:
[32] aoir2018
[8] packing
[8] bags
[8] yr
[7] annettemarkham
[7] data
[6] museumofrandmem
[6] session
[6] colloquium
[5] experimental

Top Words in Tweet in G7:
[43] aoir2018
[19] machine
[19] communication
[18] human
[13] teachguz
[11] montreal
[10] conference
[9] more
[8] s_t_e_v_e_jones
[8] here

Top Words in Tweet in G8:
[39] aoir2018
[18] pre
[18] conference
[18] tomorrow
[18] cultural
[18] life
[17] wednesday
[17] montréal
[17] 385
[17] rue

Top Words in Tweet in G9:
[24] s
[18] boss
[17] aoir2018
[14] aoir_org
[8] looking
[7] hey
[7] crew
[7] loving
[7] canada
[7] apply

Top Words in Tweet in G10:
[18] aoir2018
[11] montreal
[10] a_b_powell
[10] virt_eu
[9] internet
[8] place
[7] conference
[7] taking
[6] ready
[6] head

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[97] goinglivemtl,aoir2018
[48] live,streaming
[47] aoir2018,goinglivemtl
[43] digital,methods
[41] new,book
[39] cultural,life
[33] jason,lewis
[33] internet,researchers
[32] pre,conference
[30] human,machine

Top Word Pairs in Tweet in G1:
[25] digital,methods
[16] internet,researchers
[12] montreal,aoir2018
[12] association,internet
[11] jason,edward
[10] edward,lewis
[10] human,machine
[10] machine,communication
[9] aoir2018,montreal
[8] canada,aoir2018

Top Word Pairs in Tweet in G2:
[94] goinglivemtl,aoir2018
[45] aoir2018,goinglivemtl
[44] live,streaming
[20] black,streamers
[20] cultural,intermediaries
[17] digital,praxis
[12] new,book
[12] black,digital
[12] streamers,cultural
[12] live,video

Top Word Pairs in Tweet in G3:
[22] new,book
[19] cultural,life
[19] aoir2018,culturallifeofml
[18] book,jvdijck
[18] jvdijck,martijndewaal
[18] martijndewaal,platform
[18] platform,society
[18] society,oxunipress
[18] oxunipress,finally
[18] finally,out

Top Word Pairs in Tweet in G4:
[3] missing,aoir2018
[3] buy,now
[2] sorry,missing
[2] aoir2018,going
[2] looking,forward
[2] forward,seeing
[2] first,aoir
[2] aoir,conference
[2] conference,aoir2018
[2] aoir2018,year

Top Word Pairs in Tweet in G5:
[13] digital,methods
[10] social,media
[8] richardrogers,aoir2018
[7] fake,news
[6] more,difficult
[6] difficult,platforms
[6] platforms,make
[6] make,study
[6] study,more
[6] more,important

Top Word Pairs in Tweet in G6:
[5] lost,data
[4] creating,experimental
[4] experimental,session
[4] session,aoir2018
[4] aoir2018,re
[4] re,packing
[4] packing,bags
[4] bags,still
[4] still,bring
[4] bring,lost

Top Word Pairs in Tweet in G7:
[18] human,machine
[18] machine,communication
[7] 19,aoir
[7] aoir,conferences
[7] conferences,hats
[7] hats,congrats
[7] congrats,organized
[7] organized,participated
[7] participated,nostalgia
[7] nostalgia,alert

Top Word Pairs in Tweet in G8:
[18] pre,conference
[18] cultural,life
[17] tomorrow,wednesday
[17] wednesday,montréal
[17] montréal,385
[17] 385,rue
[17] rue,sherbrooke
[17] sherbrooke,est
[17] est,inrs_ucs
[17] inrs_ucs,hosts

Top Word Pairs in Tweet in G9:
[16] boss,s
[16] s,boss
[7] hey,aoir_org
[7] aoir_org,crew
[7] crew,loving
[7] loving,canada
[7] canada,apply
[7] apply,tt
[7] tt,assistant
[7] assistant,prof

Top Word Pairs in Tweet in G10:
[7] conference,taking
[7] taking,place
[7] place,montreal
[6] ready,head
[6] head,aoir2018
[6] aoir2018,talk
[6] talk,ethics
[6] ethics,virt_eu
[6] virt_eu,internet
[6] internet,possible

Top Replied-To
Top Replied-To in Entire Graph:
@luke_stark
@npseaver
@gitaghiasi
@mckelveyf
@tamaleaver
@ybika
@staeiou
@theolr
@william_partin
@kishonnagray

Top Replied-To in G1:
@tamaleaver
@teachguz
@snurb_dot_info
@xnetcrit
@erikapearson
@montreal
@jahapaula
@raquelrecuero
@s_t_e_v_e_jones

Top Replied-To in G2:
@kishonnagray
@william_partin
@ybika
@mrj_games
@miac
@coltenmeisner
@skardziuskaren
@dugstef
@wishcrys

Top Replied-To in G3:
@luke_stark
@npseaver
@mckelveyf
@gitaghiasi
@staeiou
@theolr
@traceylauriault
@lathemason
@gitaghi
@geodoc31

Top Replied-To in G5:
@jeanburgess
@snurb_dot_info
@daphnehk

Top Replied-To in G6:
@lynnschofclark
@cfiesler
@kevinlferguson

Top Replied-To in G7:
@autumnedwards
@amperjay

Top Mentioned
Top Mentioned in Entire Graph:
@aoir_org
@snurb_dot_info
@sarah_stang
@ybika
@kishonnagray
@jeanburgess
@perks_matthew
@miac
@inrs_ucs
@u_inrs

Top Mentioned in G1:
@aoir_org
@snurb_dot_info
@jeanburgess
@teachguz
@melmillette
@uqam
@sarah_stang
@mekon222
@policyr
@raquelrecuero

Top Mentioned in G2:
@ybika
@sarah_stang
@kishonnagray
@perks_matthew
@miac
@blackgaygemini
@goingmtl
@wishcrys
@william_partin
@skardziuskaren

Top Mentioned in G3:
@u_inrs
@jvdijck
@martijndewaal
@oxunipress
@tpoell
@luke_stark
@jilltxt
@inrs_ucs
@greene_dm
@annaeveryday

Top Mentioned in G4:
@jainpankajkasan

Top Mentioned in G5:
@snurb_dot_info
@richardrogers
@timhighfield
@jeanburgess
@mylynnfelt
@annajobin
@aoir_org
@tamaleaver
@gabriellesamue1
@raquelrecuero

Top Mentioned in G6:
@annettemarkham
@museumofrandmem
@concordia
@hollykruse
@dearpriya
@kelleyhastwoes
@lynnschofclark
@mornaoconnor
@aoir_org
@andre

Top Mentioned in G7:
@teachguz
@s_t_e_v_e_jones
@autumnedwards
@dezuanni
@lutzid
@anjabechmann
@couldrynick
@combotlabs
@amperjay
@snurb_dot_info

Top Mentioned in G8:
@inrs_ucs
@mccastelle
@labcmo
@clobonneau
@uqam
@mjmrsc
@do_mart
@chachanine
@gitaghiasi
@aoir_org

Top Mentioned in G9:
@aoir_org
@uottawaarts
@karppi
@nicole_s_cohen
@lizdubois
@iccitresearch
@farman
@hypothesiss
@sarah_stang
@raultishness

Top Mentioned in G10:
@a_b_powell
@virt_eu
@lsedatasociety
@tip_itu
@ybika
@melgregg

Top Tweeters
Top Tweeters in Entire Graph:
@jainpankajkasan
@akwyz
@4billlewis
@cybertaters
@cypheroftyr
@savasavasava
@privacycamp
@gravislizard
@pcastano
@msnbc

Top Tweeters in G1:
@privacycamp
@netievalage
@snurb_dot_info
@lilianedwards
@erikapearson
@cleardiff
@phmai
@aram
@teachguz
@ptimusk

Top Tweeters in G2:
@brkeogh
@queerthoughts
@riningear
@switchingtmprly
@danjokaz00ie
@publicsituation
@capgapps
@drgemmadiaries
@schock
@nancybaym

Top Tweeters in G3:
@tetisheri
@myleejoseph
@luke_stark
@monrodriguez
@npseaver
@digitalethics
@hypervisible
@sylvianursebc
@geoffkerson
@buridan

Top Tweeters in G4:
@jainpankajkasan
@cybertaters
@klangable
@aschrock
@projectnat
@gretchenamcc
@readermeter
@carlosdand
@mortenbay
@mrliterati

Top Tweeters in G5:
@donnalanclos
@tanyalokot
@peteyreplies
@dsdmtom
@guersole
@annajobin
@routledge_mandc
@sched
@mylynnfelt
@timhighfield

Top Tweeters in G6:
@akwyz
@savasavasava
@laripley
@kevinlferguson
@sociographie
@drmarcspooner
@hollykruse
@cfiesler
@andre
@bretsw

Top Tweeters in G7:
@sonamsangbo
@jennykorn
@mick_cook
@a
@strippel
@peterhense
@alicetiara
@lutzid
@sethclewis
@amperjay

Top Tweeters in G8:
@pcastano
@plateaucom
@nicolasnova
@hunter_owens
@robots_and_ais
@matthieudugal
@bibliomancienne
@chrisspeed
@carnetdlis
@geodoc31

Top Tweeters in G9:
@msnbc
@sportmgmtprof
@uottawa
@hypothesiss
@pmmcc
@dave_parisi
@karppi
@farman
@uottawaarts
@lizdubois

Top Tweeters in G10:
@lr
@medialse
@mantelero
@melgregg
@a_b_powell
@tip_itu
@lsedatasociety
@helenmalpass
@virt_eu
@vasavihealth