#SMSociety, Twitter, 8/5/2020 5:12:25 AM, 231892


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#SMSociety_2020-08-04_22-08-00.xlsx
#SMSociety_2020-08-04_22-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
#SMSociety via NodeXL https://bit.ly/3kdJRW4
@socmediaconf
@phmai
@anmolpanda_
@gruzd
@samvfritz
@jetsumgerl
@fabiogiglietto
@smlabto
@snurb_dot_info
@amelia_acker

Top hashtags:
#smsociety
#featuredpanel
#socialmedia
#metoo
#newpaper
#cfp
#socmed
#data
#researchers

Description:
Description
The graph represents a network of 423 Twitter users whose tweets in the requested range contained "#SMSociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 05:08 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 93-day, 23-hour, 25-minute period from Friday, 01 May 2020 at 16:48 UTC to Monday, 03 August 2020 at 16:13 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 : 423
Unique Edges : 551
Edges With Duplicates : 2077
Total Edges : 2628
Number of Edge Types : 5
Retweet : 652
MentionsInRetweet : 1138
Tweet : 190
Mentions : 592
Replies to : 56
Self-Loops : 193
Reciprocated Vertex Pair Ratio : 0.135728542914172
Reciprocated Edge Ratio : 0.239015817223199
Connected Components : 18
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 402
Maximum Edges in a Connected Component : 2602
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.157195
Graph Density : 0.00637513584977536
Modularity : 0.245769
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 423 Twitter users whose tweets in the requested range contained "#SMSociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 05:08 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 93-day, 23-hour, 25-minute period from Friday, 01 May 2020 at 16:48 UTC to Monday, 03 August 2020 at 16:13 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #SMSociety
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:
[22] https://socialmediaandsociety.org/smsociety-presentations-2020/
[10] https://socialmediaandsociety.org/2020/smsociety2020-how-to-participate/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230366
[6] https://twitter.com/PhMai/status/1285164992917114880
[6] https://www.youtube.com/watch?v=ybDVBznONF4&feature=youtu.be

[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230993
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230665
[6] https://www.youtube.com/watch?v=uqrv8H87owo

[5] https://www.youtube.com/watch?v=b5WX_JuzzQQ

[5] https://www.youtube.com/watch?v=3lPC0WoeF0I


Top URLs in Tweet in G1:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230366
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230665
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230959
[4] https://github.com/anmolpanda/NivaDuck_public
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230993
[4] https://www.youtube.com/watch?v=YBwJzV44e0Y

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226965
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229845
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230089
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228370

Top URLs in Tweet in G2:
[5] https://www.youtube.com/watch?v=3lPC0WoeF0I

[3] https://dl.acm.org/doi/10.1145/3400806.3400817?cookieSet=1
[3] https://socialmediaandsociety.org/2020/smsociety2020-how-to-participate/
[2] https://www.youtube.com/user/DalSocialMediaLab/playlists
[1] https://dl.acm.org/doi/abs/10.1145/3400806.3400817?cookieSet=1
[1] http://www.nicolarighetti.net/methodology/coornet-an-r-package-for-detecting-coordinated-behavior-on-social-media/
[1] https://datastudio.google.com/reporting/ff2dfc94-1c72-41c9-83ff-681dee1f35cb?s=t88xBmMT8tY
[1] https://www.youtube.com/watch?v=pCKpDkC8iqI&feature=youtu.be

[1] http://snurb.info/node/2602
[1] https://twitter.com/snurb_dot_info/status/1277765353825644545

Top URLs in Tweet in G3:
[7] https://socialmediaandsociety.org/smsociety-presentations-2020/
[5] https://socialmediaandsociety.org/2020/smsociety2020-how-to-participate/
[3] https://socialmediaandsociety.org/2020/conference-awards/
[2] https://socialmediaandsociety.org/publications/
[1] https://communalytic.com/
[1] https://docs.google.com/forms/d/e/1FAIpQLScMhG8VyzYHG1H4i0UcOjJnjHiF6TNqPm8UPZn0oJAZ22mLLg/viewform
[1] https://www.youtube.com/channel/UCqPfOEYjz0Z1WjvINiclOoQ/
[1] https://www.youtube.com/watch?v=ybDVBznONF4

[1] https://socialmediaandsociety.org/2020/2020-smsociety-conference-digest-day2/
[1] https://socialmediaandsociety.org/2020/smsociety-2020-conference-digest-day-2-3/

Top URLs in Tweet in G4:
[5] https://dl.acm.org/doi/abs/10.1145/3400806.3400841?cookieSet=1
[2] https://www.youtube.com/watch?v=3Vk0oAFZCEM

[2] https://www.youtube.com/watch?v=3Vk0oAFZCEM&fbclid=IwAR2U7kE_1zxAaf_tkRKQcVFg4uPIyUpqOT2Bl7wFE9ZTXpXyv_VODvA7P7s&app=desktop

[2] https://www.youtube.com/watch?v=3Vk0oAFZCEM&app=desktop

[1] https://socialmediaandsociety.org/2020/smsociety2020-how-to-participate/
[1] https://www.buzzfeednews.com/article/ryanmac/facebook-employee-leaks-show-they-feel-betrayed
[1] https://socialmediaandsociety.org/smsociety-presentations-2020/
[1] https://twitter.com/jetsumgerl/status/1286959069820071937
[1] https://socialmediaandsociety.org/2020/congrats-to-the-winners-of-the-smsociety-engagement-awards/
[1] https://www.youtube.com/watch?v=jpuZWP2a27Q&feature=youtu.be


Top URLs in Tweet in G5:
[4] https://socialmediaandsociety.org/smsociety-presentations-2020/
[3] https://www.youtube.com/watch?v=CraO5_EXn4c

[3] https://www.youtube.com/watch?v=ybDVBznONF4&feature=youtu.be

[2] https://twitter.com/SocMediaConf/status/1289672245351075840
[2] https://www.youtube.com/user/DalSocialMediaLab/videos
[2] https://www.youtube.com/watch?v=ybDVBznONF4

[2] https://twitter.com/PhMai/status/1285164992917114880
[2] https://www.youtube.com/watch?v=rorILu2CfNc&feature=youtu.be

[1] https://twitter.com/SocMediaConf/status/1285948339129810947
[1] https://www.youtube.com/watch?v=OfPX2438I34


Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=9iP5Hb56yng&feature=youtu.be

[2] https://socialmediaandsociety.org/smsociety-presentations-2020/
[1] https://www.youtube.com/watch?v=ybDVBznONF4&feature=youtu.be

[1] https://www.youtube.com/watch?v=5_VSzFcB2qIfrom
[1] https://www.youtube.com/watch?v=9dtzzXx9KpE

[1] https://www.youtube.com/watch?v=usFD_8DA8sE

[1] https://twitter.com/JesseLehrich/status/1287979251652866049
[1] https://twitter.com/SMLabTO/status/1285629880751861762
[1] https://www.youtube.com/watch?v=JHxmSrAu6TI&feature=youtu.be

[1] https://www.youtube.com/watch?v=UuwFg0ALBto&feature=youtu.be


Top URLs in Tweet in G7:
[4] https://www.youtube.com/watch?v=b5WX_JuzzQQ

[1] https://twitter.com/McEwanInComm/status/1285924356053508096
[1] https://www.youtube.com/watch?v=ybDVBznONF4

[1] https://twitter.com/tamaleaver/status/1286312913037176835
[1] https://socialmediaandsociety.org/smsociety-presentations-2020/
[1] https://www.youtube.com/channel/UCqPfOEYjz0Z1WjvINiclOoQ/playlists?app=desktop
[1] https://twitter.com/SamVFritz/status/1285989129512198146
[1] https://www.youtube.com/watch?v=JHxmSrAu6TI&feature=youtu.be

[1] https://www.youtube.com/watch?v=AQdCyFI7xVQ

[1] https://dl.acm.org/doi/abs/10.1145/3400806.3400809?cookieSet=1

Top URLs in Tweet in G8:
[6] https://www.youtube.com/watch?v=uqrv8H87owo

[2] https://twitter.com/spgreenhalgh/status/1285920620090466304
[2] https://twitter.com/kimpulsive93/status/1286285364655566848
[2] https://www.youtube.com/watch?v=9dtzzXx9KpE

[1] https://www.youtube.com/watch?v=MeU3dpnCbf0&list=PLAHaBt3zB7Tgdvl-r2KuU6uG6EjPfHPHc&index=5&t=0s

[1] https://www.youtube.com/watch?v=rGIl91HByV8&list=PLAHaBt3zB7TjALbHR3-UgmXZYkSvy8F-l&index=7&t=0s

[1] https://www.youtube.com/channel/UCqPfOEYjz0Z1WjvINiclOoQ
[1] https://twitter.com/janariess/status/1286002113940729856
[1] https://www.youtube.com/watch?v=QizTFpB_rEw

[1] https://www.youtube.com/watch?v=JHxmSrAu6TI&feature=youtu.be


Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=-Aj6yqbpLD8&feature=youtu.be

[1] https://twitter.com/PhMai/status/1285933834803044352
[1] https://twitter.com/jennadrenten/status/1286012581417754624
[1] https://twitter.com/SocMediaConf/status/1289672245351075840
[1] https://twitter.com/PhMai/status/1285164992917114880
[1] https://twitter.com/jennadrenten/status/1267484370341892100?s=20
[1] https://www.youtube.com/watch?v=f1MxT0b8Jkk&feature=youtu.be

[1] https://socialmediaandsociety.org/smsociety-presentations-2020/

Top URLs in Tweet in G10:
[2] https://socialmediaandsociety.org/smsociety-presentations-2020/
[2] https://twitter.com/SocMediaConf/status/1285948333475987456
[1] https://mailchi.mp/0dbfe1208331/2018-smsociety-cfp-networked-influence-and-virality-revisited-4084605?e=2053fb25cb
[1] https://www.experttexting.com/blog/text-blast/
[1] https://www.youtube.com/watch?v=OwzBKRAau_4&feature=youtu.be

[1] https://www.youtube.com/watch?v=ybDVBznONF4

[1] https://socialmediaandsociety.org/2020/smsociety2020-how-to-participate/
[1] https://twitter.com/PhMai/status/1285991110607867904
[1] https://www.youtube.com/watch?v=gNB_d0i9zyc

[1] https://twitter.com/PhMai/status/1285164992917114880

Top Domains
Top Domains in Tweet in Entire Graph:
[128] youtube.com
[50] twitter.com
[46] socialmediaandsociety.org
[43] nodexlgraphgallery.org
[23] acm.org
[11] socialmedialab.ca
[4] github.com
[3] google.com
[2] communalytic.com
[2] eventbrite.ca

Top Domains in Tweet in G1:
[40] nodexlgraphgallery.org
[12] youtube.com
[11] socialmedialab.ca
[4] socialmediaandsociety.org
[4] github.com
[3] acm.org
[3] twitter.com

Top Domains in Tweet in G2:
[10] youtube.com
[5] acm.org
[4] socialmediaandsociety.org
[2] twitter.com
[1] nicolarighetti.net
[1] google.com
[1] snurb.info
[1] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[20] socialmediaandsociety.org
[8] youtube.com
[1] communalytic.com
[1] google.com
[1] thetimezoneconverter.com
[1] twitter.com
[1] gisagents.org
[1] sagepub.com

Top Domains in Tweet in G4:
[12] youtube.com
[9] acm.org
[4] socialmediaandsociety.org
[2] twitter.com
[1] buzzfeednews.com
[1] morimo2.info

Top Domains in Tweet in G5:
[33] youtube.com
[13] twitter.com
[4] socialmediaandsociety.org
[2] nodexlgraphgallery.org
[1] acm.org
[1] hawksey.info
[1] sagepub.com

Top Domains in Tweet in G6:
[16] youtube.com
[9] twitter.com
[4] socialmediaandsociety.org
[1] communalytic.com
[1] researchgate.net
[1] eventbrite.ca
[1] google.com

Top Domains in Tweet in G7:
[12] youtube.com
[3] twitter.com
[2] acm.org
[1] socialmediaandsociety.org

Top Domains in Tweet in G8:
[16] youtube.com
[6] twitter.com
[1] eventbrite.ca
[1] socialmediaandsociety.org

Top Domains in Tweet in G9:
[5] twitter.com
[3] youtube.com
[1] socialmediaandsociety.org

Top Domains in Tweet in G10:
[4] twitter.com
[3] youtube.com
[3] socialmediaandsociety.org
[1] mailchi.mp
[1] experttexting.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[914] smsociety
[60] featuredpanel
[38] socialmedia
[27] metoo
[21] newpaper
[18] cfp
[18] socmed
[18] data
[18] researchers
[17] depaulu



Top Hashtags in Tweet in G1:
[143] smsociety
[21] socialmedia
[18] cfp
[18] socmed
[18] data
[18] researchers
[17] depaulu
[17] soups2020
[17] cui2020
[9] academictwitter

Top Hashtags in Tweet in G2:
[77] smsociety
[17] newpaper
[6] fakenews
[3] coornet
[2] facebook
[2] unisasocialmedia
[1] rstat
[1] historical

Top Hashtags in Tweet in G3:
[88] smsociety
[3] featuredpanel
[1] socialmediaresearch
[1] interdisciplinarity
[1] wfh
[1] toronto
[1] socialsciences
[1] icymi
[1] socialmedia
[1] research

Top Hashtags in Tweet in G4:
[112] smsociety
[2] wfh
[2] toronto
[2] socmediaconf
[2] factcheck
[1] educationalresources
[1] historical
[1] mustread
[1] memes
[1] metoo

Top Hashtags in Tweet in G5:
[201] smsociety
[38] featuredpanel
[4] socialmedia
[3] research
[2] tiktok
[2] memes
[2] metoo
[2] medical
[2] dataprivacy
[1] swag

Top Hashtags in Tweet in G6:
[126] smsociety
[22] metoo
[7] featuredpanel
[6] socialmedia
[3] socialmediaresearch
[3] research
[2] privacy
[2] coivd19
[2] medical
[2] coronavirus

Top Hashtags in Tweet in G7:
[58] smsociety
[4] networks
[4] learninganalytics
[3] featuredpanel
[3] privacy
[3] infographic
[2] memes
[2] webarchiving
[2] socialmedia
[1] wfh

Top Hashtags in Tweet in G8:
[49] smsociety
[3] sympathysockpuppets
[2] sympathysockpuppet
[1] onlinemeetings
[1] socialnorms
[1] academia
[1] featuredpanel
[1] publichealth
[1] socialsciences
[1] socialmedia

Top Hashtags in Tweet in G9:
[28] smsociety
[5] tiktok
[3] featuredpanel
[2] internetmemes
[1] socialmedia
[1] transcrowdfund

Top Hashtags in Tweet in G10:
[15] smsociety
[2] textblast
[1] bulksms
[1] masstexting
[1] smsmarketing
[1] texturetuesday
[1] unisasocialmedia
[1] research
[1] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[914] #smsociety
[228] socmediaconf
[221] 2020
[219] conference
[219] social
[203] paper
[191] media
[146] virtual
[119] research
[110] presentation

Top Words in Tweet in G1:
[143] #smsociety
[64] socmediaconf
[61] nodexl
[48] smlabto
[38] docassar
[35] social
[33] research
[33] media
[32] presentation
[31] sportmgmtprof

Top Words in Tweet in G2:
[77] #smsociety
[36] gt
[34] fabiogiglietto
[28] conference
[25] paper
[25] snurb_dot_info
[21] today
[21] global
[18] bonus
[18] content

Top Words in Tweet in G3:
[88] #smsociety
[48] socmediaconf
[44] 2020
[32] virtual
[27] panel
[27] going
[26] free
[24] conference
[22] featured
[22] opening

Top Words in Tweet in G4:
[111] #smsociety
[32] 2020
[30] paper
[25] year
[25] work
[24] virtual
[24] fact
[23] social
[23] free
[21] media

Top Words in Tweet in G5:
[201] #smsociety
[76] social
[61] media
[53] socmediaconf
[47] 2020
[42] conference
[38] #featuredpanel
[35] jetsumgerl
[33] online
[29] diversity

Top Words in Tweet in G6:
[126] #smsociety
[37] paper
[26] mcewanincomm
[22] #metoo
[21] 2020
[20] social
[18] check
[18] kimpulsive93
[17] socmediaconf
[17] presentation

Top Words in Tweet in G7:
[59] #smsociety
[20] paper
[17] conference
[14] 2020
[14] samvfritz
[9] socmediaconf
[9] gruzd
[9] phmai
[8] social
[7] over

Top Words in Tweet in G8:
[49] #smsociety
[20] conference
[16] online
[14] social
[13] media
[13] paper
[10] 2020
[10] virtual
[9] presentation
[8] k8lin

Top Words in Tweet in G9:
[28] #smsociety
[12] conference
[11] thanks
[11] video
[11] social
[11] media
[10] everyone
[9] pilarcastroglez
[9] society
[8] lot

Top Words in Tweet in G10:
[15] #smsociety
[10] conference
[6] 2020
[5] media
[4] social
[3] society
[3] online
[2] free
[2] #textblast
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[183] social,media
[173] #smsociety,2020
[90] going,virtual
[73] 2020,going
[73] virtual,free
[66] #smsociety,conference
[61] #smsociety,paper
[54] #smsociety,#featuredpanel
[50] socmediaconf,#smsociety
[43] media,society

Top Word Pairs in Tweet in G1:
[36] #smsociety,nodexl
[31] social,media
[22] research,community
[21] excited,present
[20] top,hashtags
[20] hashtags,#smsociety
[19] claudelelay,sonicux
[19] 33k,indian
[18] #cfp,#socmed
[18] present,dataset

Top Word Pairs in Tweet in G2:
[22] #smsociety,conference
[20] #smsociety,paper
[18] bonus,content
[18] content,#smsociety
[18] paper,release
[18] release,today
[18] today,dashboard
[18] dashboard,designed
[18] designed,explore
[18] explore,global

Top Word Pairs in Tweet in G3:
[38] #smsociety,2020
[27] going,virtual
[23] 2020,going
[23] virtual,free
[22] opening,panel
[21] socmediaconf,#smsociety
[20] free,attend
[20] attend,sure
[20] sure,register
[20] register,join

Top Word Pairs in Tweet in G4:
[31] #smsociety,2020
[20] social,media
[20] 2020,going
[20] going,virtual
[20] virtual,free
[18] heard,#smsociety
[18] free,we've
[18] we've,updated
[18] updated,info
[18] info,participate

Top Word Pairs in Tweet in G5:
[58] social,media
[38] #smsociety,2020
[35] #smsociety,#featuredpanel
[14] diverse,voices
[14] mcewanincomm,dhirajmurthy
[13] voices,promises
[13] dhirajmurthy,jetsumgerl
[12] promises,perils
[12] perils,social
[12] media,diversity

Top Word Pairs in Tweet in G6:
[17] #smsociety,paper
[16] social,media
[12] #smsociety,2020
[11] #metoo,movement
[11] movement,#smsociety
[11] #smsociety,talk
[10] hi,everyone
[10] everyone,paper
[10] paper,presentation
[10] presentation,#metoo

Top Word Pairs in Tweet in G7:
[13] #smsociety,2020
[7] #smsociety,paper
[6] neil,degrasse
[6] degrasse,tyson
[5] social,media
[5] #smsociety,conference
[4] alywise,very
[4] very,excited
[4] excited,bod0ng
[4] bod0ng,choux

Top Word Pairs in Tweet in G8:
[13] social,media
[8] media,society
[6] #smsociety,2020
[5] going,virtual
[5] international,social
[5] society,conference
[5] alerts,self
[5] self,harm
[4] #smsociety,presentation
[4] free,attend

Top Word Pairs in Tweet in G9:
[11] social,media
[8] thanks,lot
[8] lot,everyone
[8] everyone,took
[8] took,time
[8] time,watch
[8] watch,video
[8] video,gave
[8] gave,thoughtful
[8] thoughtful,comments

Top Word Pairs in Tweet in G10:
[4] social,media
[4] #smsociety,conference
[3] #smsociety,2020
[3] media,society
[2] 2020,conference
[2] conference,social
[2] conference,#smsociety

Top Replied-To
Top Replied-To in Entire Graph:
@mcewanincomm
@jetsumgerl
@irfanyeg
@phmai
@samvfritz
@dhirajmurthy
@gruzd
@kimpulsive93
@socmediaconf
@jennadrenten

Top Replied-To in G1:
@mcewanincomm
@gruzd
@phmai
@robyncaplan

Top Replied-To in G4:
@samvfritz
@mcewanincomm
@jetsumgerl

Top Replied-To in G5:
@jetsumgerl
@mcewanincomm
@irfanyeg
@dhirajmurthy
@jennadrenten
@gruzd
@stevenwangyd
@zacharykstine
@priyakumar613
@devongreyson

Top Replied-To in G6:
@jetsumgerl
@undrah_b
@sociology_uzh
@mcewanincomm
@phmai
@socmediaconf
@kimpulsive93
@fabiogiglietto
@samvfritz

Top Replied-To in G7:
@phmai
@samvfritz
@kimpulsive93
@matikainenjanne

Top Replied-To in G9:
@harrytdyer
@chandellenid

Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@phmai
@smlabto
@mcewanincomm
@samvfritz
@jetsumgerl
@fabiogiglietto
@irfanyeg
@gruzd
@dhirajmurthy

Top Mentioned in G1:
@socmediaconf
@smlabto
@sportmgmtprof
@docassar
@claudelelay
@sonicux
@nodexl
@anmolpanda_
@smr_foundation
@phmai

Top Mentioned in G2:
@fabiogiglietto
@snurb_dot_info
@qutdmrc
@tobias_keller
@socmediaconf
@phmai
@mine_smd
@smlabto
@felipebsoares
@gruzd

Top Mentioned in G3:
@socmediaconf
@phmai
@jetsumgerl
@mcewanincomm
@harrytdyer
@priyakumar613
@andycrooks
@smlabto
@jillhopke
@dhirajmurthy

Top Mentioned in G4:
@phmai
@fujisiro
@kayommz
@socmediaconf
@lenikrsova
@akorsunska
@bzfzhang
@jetsumgerl
@jillhopke
@smlabto

Top Mentioned in G5:
@socmediaconf
@jetsumgerl
@dhirajmurthy
@samvfritz
@irfanyeg
@mcewanincomm
@phmai
@priyakumar613
@gruzd
@youtube

Top Mentioned in G6:
@mcewanincomm
@socmediaconf
@kimpulsive93
@stippy_eep_eep
@samvfritz
@phmai
@dhirajmurthy
@irfanyeg
@jetsumgerl
@sociology_uzh

Top Mentioned in G7:
@samvfritz
@socmediaconf
@amelia_acker
@phmai
@smlabto
@gruzd
@anne_on_da_loos
@alywise
@bod0ng
@choux

Top Mentioned in G8:
@k8lin
@socmediaconf
@devongreyson
@kimpulsive93
@spgreenhalgh
@linnealaestad
@jamescookuma
@chapmaab
@fabiogiglietto
@weiaiwayne

Top Mentioned in G9:
@pilarcastroglez
@socmediaconf
@jennadrenten
@loyolaquinlan
@loyolaand
@loyolaresearch
@mkforsociety
@ritapaulino
@jillhopke
@jenna

Top Tweeters
Top Tweeters in Entire Graph:
@hyamaguchi
@drrimmer
@ssxman2
@clione
@mjoehlerich
@totallytonia
@mschosei
@propornot
@info_aus
@canva

Top Tweeters in G1:
@ssxman2
@mjoehlerich
@james3neal
@vivianfrancos
@claudelelay
@sportmgmtprof
@depaulu
@utaustin
@ingcolombo
@ellatasm

Top Tweeters in G2:
@drrimmer
@propornot
@info_aus
@snurb_dot_info
@tanyalokot
@bryson_m
@mick_cook
@grotwort
@gba_mm
@raquelrecuero

Top Tweeters in G3:
@netievalage
@scottcowley
@drjanet_a_ward
@dralexmclark
@augustaquarius
@ittefaqm
@gordoning
@macquarie_uni
@kellisburns
@mylynnfelt

Top Tweeters in G4:
@hyamaguchi
@clione
@mschosei
@calfactcheck
@anandstweets
@fujisiro
@phmai
@theloki47
@abekeisuke1976
@dancanthinks

Top Tweeters in G5:
@docdre
@johnverdon
@seburnt
@ptimusk
@mhawksey
@youtube
@was3210
@safiyanoble
@adamworrall4
@harrytdyer

Top Tweeters in G6:
@totallytonia
@barrywellman
@eventbrite
@bkeegan
@kishonnagray
@bluflame
@ideacity
@instagram
@drday_
@dr_nickiw

Top Tweeters in G7:
@canva
@tweetinchar
@interactionsinc
@jeffreykeefer
@ianmilligan1
@earvsc
@tamaleaver
@librarycongress
@helsinkiuni
@shawnmjones

Top Tweeters in G8:
@fisher_danar
@ethanz
@albuquerque205
@grantsfacilitat
@uncsils
@k8lin
@weiaiwayne
@devongreyson
@kkdumez
@linnealaestad

Top Tweeters in G9:
@bycharlotteann_
@onlinereaders1
@loyolaand
@rosamelero
@capwell2049
@jenna
@sneier
@loyolaquinlan
@borjamartg
@jennadrenten

Top Tweeters in G10:
@naledgesince82
@a
@utmbioornithcam
@fionasuwana
@aslama
@zoeglatt
@melodieyjsong
@fullcarl
@cathy2cool
@widgerwonders