#SMSociety, Twitter, 1/11/2023 6:06:02 AM, 287707


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#SMSociety_2023-01-10_21-57-20.xlsx
#SMSociety_2023-01-10_21-57-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2023
Short Description:
#SMSociety via NodeXL https://bit.ly/3X4jzbV
@socmediaconf
@harlechnnorfolk
@phmai
@smlabto
@docassar
@nodexl
@was3210
@smandpbot
@felipebsoares
@alexfenton

Top hashtags:
#smsociety
#socialmedia
#cfp
#metoo
#socmed
#featuredpanel
#nodexl
#phdchat
#newpaper
#toronto

Description:
Description
The graph represents a network of 1,476 Twitter users whose recent tweets contained "#SMSociety", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 06:01 UTC.

The tweets in the network were tweeted over the 2371-day, 4-hour, 54-minute period from Monday, 11 July 2016 at 12:30 UTC to Saturday, 07 January 2023 at 17:24 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1476
Unique Edges : 1879
Edges With Duplicates : 12442
Total Edges : 14321
Number of Edge Types : 8
Retweet : 3143
MentionsInRetweet : 6298
Mentions : 3154
Tweet : 757
Quote : 170
MentionsInQuote : 188
MentionsInReplyTo : 378
Replies to : 233
Self-Loops : 1363
Reciprocated Vertex Pair Ratio : 0.110002696144513
Reciprocated Edge Ratio : 0.198202574690308
Connected Components : 53
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 1400
Maximum Edges in a Connected Component : 14204
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.21364
Graph Density : 0.00189104772403656
Modularity : 0.175709
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,476 Twitter users whose recent tweets contained "#SMSociety", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 06:01 UTC.

The tweets in the network were tweeted over the 2371-day, 4-hour, 54-minute period from Monday, 11 July 2016 at 12:30 UTC to Saturday, 07 January 2023 at 17:24 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[42] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[38] https://www.eventbrite.com/e/2022-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-288777931567?aff=eand
[36] https://socialmediaandsociety.org/2022-2/
[33] https://socialmedialab.ca/2019/07/26/we-are-hiring-a-postdoctoral-researcher-to-study-dis-mis-information-campaigns-at-scale/
[27] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[23] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[22] https://socialmediaandsociety.org/2020-2/smsociety-presentations-2020/
[19] https://socialmediaandsociety.org/2019-schedule/
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270277
[16] https://socialmediaandsociety.org/submit/

Top URLs in Tweet in G1:
[22] https://socialmediaandsociety.org/2022-2/
[16] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[12] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[12] https://socialmediaandsociety.org/submit/
[10] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[9] https://socialmediaandsociety.org/2020-2/smsociety-presentations-2020/
[5] https://socialmediaandsociety.org/2020/smsociety2020-how-to-participate/
[5] https://socialmediaandsociety.org/2022/smsociety-special-issue-in-social-media-society/
[4] https://socialmediaandsociety.org/past-conferences/2019-2/2019-workshops/
[4] https://twitter.com/SocMediaConf/status/1183386418422398976/photo/1

Top URLs in Tweet in G2:
[34] https://www.eventbrite.com/e/2022-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-288777931567?aff=eand
[22] https://socialmediaandsociety.org/2022-2/2022-accepted-papers/
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270277
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273995
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273517
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267314
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261496
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279512
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266467

Top URLs in Tweet in G3:
[9] https://socialmediaandsociety.org/2019-schedule/
[8] https://twitter.com/MelodieYJSong/status/1152346970431938562/photo/1
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203576
[6] http://journals.sagepub.com/doi/10.1177/1556264619853447
[6] https://twitter.com/Yadamsurengiin/status/1152935485142118400/photo/1
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[5] https://twitter.com/jacobsonjenna/status/1152935080677052418/photo/1
[5] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3379275
[5] https://political-dashboard.com/
[5] https://link.medium.com/6DpZdOUPtY

Top URLs in Tweet in G4:
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=e153bd90-c1d1-11ec-af89-fa163ed80008
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=87efbd90-ce64-11ec-b99d-fa163ed80008
[1] https://paper.li/harlechnnorfolk/1508199434?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D241863
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=5bf1fea0-d252-11ec-b99d-fa163ed80008
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=b11d7b20-cf2d-11ec-b99d-fa163ed80008
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=96b0e160-e5f7-11ec-b99d-fa163ed80008
[1] https://paper.li/harlechnnorfolk/1508199434?edition_id=637fb4b0-2c58-11eb-a6b9-002590a5ba2d
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=54556d30-e9e5-11ec-b99d-fa163ed80008
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=d51dab70-e789-11ec-b99d-fa163ed80008
[1] https://paper.li/harlechnnorfolk/1508199434?share_id=2a2b0020-e91c-11ec-b99d-fa163ed80008

Top URLs in Tweet in G5:
[5] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[4] https://twitter.com/TwitterDev/status/1354143047324299264
[3] https://socialmedialab.ca/apps/
[3] https://socialmediaandsociety.org/2022/submission-deadline-extended/
[3] https://socialmediaandsociety.org/2021/smsociety-2022-cfp/
[2] https://socialmediaandsociety.org/2018/rethinking-privacy-and-trust-in-the-social-media-age-smsociety-cfp-toronto-canada-july-19-21-2019/
[2] https://twitter.com/SMLabTO/status/1286308897628860416/photo/1
[2] https://twitter.com/SMLabTO/status/1286308893350662144/photo/1
[2] https://socialmedialab.ca/2019/07/25/icymi-smsociety-2019-keynote-by-tarleton-gillespie/
[2] https://socialmediaandsociety.org/

Top URLs in Tweet in G6:
[25] https://socialmedialab.ca/2019/07/26/we-are-hiring-a-postdoctoral-researcher-to-study-dis-mis-information-campaigns-at-scale/
[4] https://twitter.com/PhMai/status/1153306624431415298/photo/1
[4] https://twitter.com/PhMai/status/1548821346423128064/photo/1
[3] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[3] https://twitter.com/Andrey4Mir/status/1152931288841687040/photo/1
[3] https://twitter.com/Andrey4Mir/status/1152625579730112512/photo/1
[2] https://socialmediaandsociety.org/2018/rethinking-privacy-and-trust-in-the-social-media-age-smsociety-cfp-toronto-canada-july-19-21-2019/
[2] https://twitter.com/PhMai/status/1046444956242640896/photo/1
[2] https://twitter.com/PhMai/status/1163547779454648323/photo/1
[2] https://twitter.com/PhMai/status/1045050770524184577/photo/1

Top URLs in Tweet in G7:
[9] https://link.springer.com/article/10.1007/s00038-018-1192-5
[9] https://blogs.lse.ac.uk/impactofsocialsciences/2017/05/08/using-twitter-as-a-data-source-an-overview-of-social-media-research-tools-updated-for-2017/
[6] https://blogs.lse.ac.uk/impactofsocialsciences/2019/06/18/using-twitter-as-a-data-source-an-overview-of-social-media-research-tools-2019/
[4] https://twitter.com/mathildehog/status/1022206578714464256/photo/1
[3] https://socialmediaandsociety.org/past-conferences/2019-2/2019-workshops/
[3] https://twitter.com/SocMediaConf/status/1045149865481768960
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205242
[2] https://socialmediaandsociety.org/2019-schedule/
[2] https://www.eventbrite.com/e/2022-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-288777931567?aff=eand
[2] https://www.smrfoundation.org/

Top URLs in Tweet in G8:
[2] https://paper.li/AnnaBratek/1492853114?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D219768
[1] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[1] https://paper.li/Pic2GoUK/1452785369?edition_id=285a5290-cc41-11ea-a8cd-0cc47a0d15fd
[1] https://paper.li/e-1478523308?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D204638
[1] https://paper.li/catpaw/1301342432?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D204638
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768
[1] https://paper.li/f-1487346996?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D204638
[1] https://paper.li/peterbijkerk/sna?edition_id=611f49a0-03f6-11ea-b54a-0cc47a0d1609
[1] https://www.youtube.com/watch?v=h2Q6diff7ZQ&feature=youtu.be
[1] https://dl.acm.org/doi/10.1145/3400806.3400839

Top URLs in Tweet in G9:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279487
[2] https://twitter.com/StrathclydeOA/status/1283669446821904384
[2] https://paper.li/massrealty/1421084348?edition_id=1114cf60-07cd-11ed-9961-fa163e6ccaff
[1] https://twitter.com/ThisandThatBit/status/1152658849507266560/photo/1
[1] https://twitter.com/ThisandThatBit/status/1152226132714041344/photo/1
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203587
[1] https://twitter.com/panoptika/status/1152578354157170693
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638
[1] https://twitter.com/StrathclydeOA/status/1548968570339487745
[1] https://twitter.com/ThisandThatBit/status/1152226132714041344

Top URLs in Tweet in G10:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230665
[1] https://twitter.com/jla_editorial/status/1276295133152055296
[1] https://register.gotowebinar.com/register/7515851770354820609
[1] https://epress.lib.uts.edu.au/journals/index.php/JLA/announcement/view/167
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230959

Top Domains
Top Domains in Tweet in Entire Graph:
[876] twitter.com
[539] nodexlgraphgallery.org
[345] socialmediaandsociety.org
[177] youtube.com
[68] paper.li
[56] socialmedialab.ca
[38] eventbrite.com
[33] instagram.com
[30] sagepub.com
[24] acm.org

Top Domains in Tweet in G1:
[161] socialmediaandsociety.org
[150] twitter.com
[23] youtube.com
[7] sagepub.com
[4] google.com
[4] easychair.org
[3] adaptcentre.ie
[2] greenp.com
[2] wikicfp.com
[2] acm.org

Top Domains in Tweet in G2:
[459] nodexlgraphgallery.org
[173] twitter.com
[93] youtube.com
[70] socialmediaandsociety.org
[34] eventbrite.com
[11] youtu.be
[10] acm.org
[4] github.com
[4] google.com
[3] jasonjones.ninja

Top Domains in Tweet in G3:
[369] twitter.com
[59] nodexlgraphgallery.org
[43] socialmediaandsociety.org
[30] youtube.com
[18] sagepub.com
[8] medium.com
[5] socialmedialab.ca
[5] easychair.org
[5] ssrn.com
[5] political-dashboard.com

Top Domains in Tweet in G4:
[50] paper.li

Top Domains in Tweet in G5:
[46] twitter.com
[31] socialmediaandsociety.org
[20] socialmedialab.ca
[10] youtube.com
[2] medium.com
[2] communalyzer.com
[1] easychair.org
[1] digitalnewsreport.org
[1] covid19misinfo.org
[1] arxiv.org

Top Domains in Tweet in G6:
[50] twitter.com
[28] socialmedialab.ca
[18] socialmediaandsociety.org
[4] youtube.com
[1] easychair.org
[1] buzzfeednews.com
[1] theconversation.com
[1] sagepub.com
[1] communalytic.com
[1] mailchi.mp

Top Domains in Tweet in G7:
[31] twitter.com
[17] ac.uk
[13] nodexlgraphgallery.org
[9] springer.com
[8] socialmediaandsociety.org
[5] youtube.com
[2] eventbrite.com
[2] wordpress.com
[2] smrfoundation.org
[1] communalyzer.com

Top Domains in Tweet in G8:
[30] instagram.com
[12] paper.li
[5] youtube.com
[4] twitter.com
[3] socialmediaandsociety.org
[2] acm.org
[1] nodexlgraphgallery.org
[1] wikicfp.com
[1] msu.domains
[1] facebook.com

Top Domains in Tweet in G9:
[10] twitter.com
[4] nodexlgraphgallery.org
[2] ac.uk
[2] paper.li

Top Domains in Tweet in G10:
[3] nodexlgraphgallery.org
[1] twitter.com
[1] gotowebinar.com
[1] edu.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4123] smsociety
[358] socialmedia
[311] cfp
[277] metoo
[176] socmed
[159] featuredpanel
[142] nodexl
[135] phdchat
[125] newpaper
[117] toronto



Top Hashtags in Tweet in G1:
[579] smsociety
[68] cfp
[51] socialmedia
[21] researchers
[15] toronto
[14] depaulu
[10] research
[7] socmed
[6] aoir2018
[5] socialmediaresearch

Top Hashtags in Tweet in G2:
[1356] smsociety
[195] socialmedia
[166] cfp
[160] metoo
[152] socmed
[124] nodexl
[122] featuredpanel
[119] newpaper
[83] phdchat
[62] data

Top Hashtags in Tweet in G3:
[1500] smsociety
[61] socialmedia
[38] toronto
[36] cfp
[33] featuredpanel
[27] privacy
[18] metoo
[18] depaulu
[17] researchers
[16] socialmediaresearch

Top Hashtags in Tweet in G4:
[98] metoo
[50] smsociety
[1] smsociety_2020

Top Hashtags in Tweet in G5:
[204] smsociety
[21] socialmediaresearch
[17] cfp
[13] socialmedia
[8] toronto
[8] depaulu
[7] digitalmethods
[6] css
[4] icymi
[4] academictwitter

Top Hashtags in Tweet in G6:
[112] smsociety
[14] cfp
[7] socialmedia
[7] toronto
[5] socialmediaresearch
[4] researchers
[3] data
[2] depaulu
[2] postdoc
[2] phdchat

Top Hashtags in Tweet in G7:
[131] smsociety
[32] phdchat
[21] socialmedia
[9] health
[8] myresearch
[6] dataviz
[5] cfp
[5] toronto
[5] academictwitter
[5] bigdata

Top Hashtags in Tweet in G8:
[66] smsociety
[29] supermoto
[26] husqvarna
[22] motardmafia
[17] fj40
[17] landcruiser
[17] motolovers
[17] supermoto_id
[16] supermotonation
[16] supermotonation_id

Top Hashtags in Tweet in G9:
[18] smsociety
[2] socialmedia
[2] twitter
[2] openaccess
[1] depaulu
[1] covid19
[1] sentimentanalysis
[1] health
[1] information
[1] dementia

Top Hashtags in Tweet in G10:
[6] smsociety
[5] learninganalytics
[4] networks
[1] networkscience
[1] netsci
[1] socialnetworks
[1] socialmedia
[1] researchers
[1] cfp

Top Words
Top Words in Tweet in Entire Graph:
[4126] #smsociety
[1616] socmediaconf
[1591] social
[1337] media
[795] conference
[662] nodexl
[631] smlabto
[577] research
[568] phmai
[433] 2020

Top Words in Tweet in G1:
[577] #smsociety
[344] socmediaconf
[338] social
[289] media
[182] conference
[157] 2022
[134] papers
[119] 2020
[109] society
[92] issue

Top Words in Tweet in G2:
[1354] #smsociety
[629] socmediaconf
[491] nodexl
[399] docassar
[375] smlabto
[303] phmai
[295] social
[261] media
[228] albertoemachado
[212] top

Top Words in Tweet in G3:
[1500] #smsociety
[627] social
[532] media
[422] socmediaconf
[265] conference
[181] data
[177] research
[171] privacy
[145] online
[139] tarletong

Top Words in Tweet in G4:
[98] #metoo
[50] #smsociety
[49] latest
[49] daily
[48] thanks
[2] themagawatch
[2] meganfoxwriter
[2] michaelbathurst

Top Words in Tweet in G5:
[204] #smsociety
[122] social
[120] socmediaconf
[94] media
[81] smlabto
[81] research
[72] conference
[53] 2022
[44] 2020
[40] tools

Top Words in Tweet in G6:
[110] #smsociety
[69] phmai
[69] social
[55] media
[32] information
[32] study
[31] researcher
[31] postdoctoral
[30] hiring
[30] campaigns

Top Words in Tweet in G7:
[131] #smsociety
[70] social
[60] media
[42] conference
[40] socmediaconf
[40] was3210
[36] alexfenton
[36] nodexl
[32] #phdchat
[32] twitter

Top Words in Tweet in G8:
[66] #smsociety
[29] #supermoto
[26] #husqvarna
[22] #motardmafia
[17] #landcruiser
[17] #supermoto_id
[17] #fj40
[17] #motolovers
[16] #supermotonation_id
[16] #supermotonation

Top Words in Tweet in G9:
[18] #smsociety
[10] infogamerist
[6] socmediaconf
[5] strathcis
[5] fnalhayan
[5] nodexl
[5] 2020
[5] paper
[5] phd
[4] strath_ischool

Top Words in Tweet in G10:
[9] alywise
[6] socmediaconf
[6] #smsociety
[5] choux
[5] section
[5] #learninganalytics
[5] special
[5] docassar
[5] bod0ng
[5] online

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1260] social,media
[453] #smsociety,nodexl
[413] nodexl,socmediaconf
[296] media,society
[232] international,conference
[220] #smsociety,2020
[215] conference,social
[207] top,hashtags
[207] #smsociety,conference
[203] hashtags,#smsociety

Top Word Pairs in Tweet in G1:
[271] social,media
[109] media,society
[79] special,issue
[68] socmediaconf,#smsociety
[66] international,conference
[66] conference,social
[60] #smsociety,2020
[51] pleased,announce
[50] call,papers
[44] issue,social

Top Word Pairs in Tweet in G2:
[396] #smsociety,nodexl
[370] nodexl,socmediaconf
[248] social,media
[181] top,hashtags
[176] hashtags,#smsociety
[158] socmediaconf,smlabto
[155] docassar,#smsociety
[108] #metoo,#newpaper
[98] #featuredpanel,#socialmedia
[98] #socialmedia,#metoo

Top Word Pairs in Tweet in G3:
[490] social,media
[71] media,society
[69] #smsociety,conference
[68] valerie,steeves
[61] looking,forward
[60] international,conference
[57] #smsociety,2020
[55] conference,social
[51] 2019,#smsociety
[48] #smsociety,nodexl

Top Word Pairs in Tweet in G4:
[49] #metoo,daily
[49] #metoo,#smsociety
[49] latest,#metoo
[48] daily,thanks
[2] themagawatch,#metoo
[2] thanks,meganfoxwriter

Top Word Pairs in Tweet in G5:
[94] social,media
[37] international,conference
[29] media,society
[28] conference,social
[20] 2022,international
[19] research,tools
[18] list,50
[18] #smsociety,2020
[18] 50,research
[18] curated,list

Top Word Pairs in Tweet in G6:
[55] social,media
[31] postdoctoral,researcher
[30] information,campaigns
[30] hiring,postdoctoral
[30] dis,mis
[30] study,dis
[30] mis,information
[26] campaigns,scale
[25] researcher,study
[24] #smsociety,2020

Top Word Pairs in Tweet in G7:
[58] social,media
[20] media,research
[18] twitter,data
[17] using,twitter
[17] source,overview
[17] data,source
[16] #smsociety,conference
[15] overview,social
[15] research,tools
[14] media,society

Top Word Pairs in Tweet in G8:
[17] #supermoto_id,#smsociety
[17] #supermoto,#husqvarna
[17] #motardmafia,#supermoto_id
[17] #landcruiser,#motolovers
[17] #fj40,#landcruiser
[17] #motolovers,#motardmafia
[17] #husqvarna,#fj40
[16] #smsociety,#supermotonation
[16] #supermotonation,#supermotonation_id
[13] #supermotonation_id,#motoloverz

Top Word Pairs in Tweet in G9:
[4] upcoming,#smsociety
[4] fnalhayan,paper
[4] congratulations,infogamerist
[4] paper,upcoming
[4] infogamerist,phd
[4] student,fnalhayan
[4] 2020,conference
[4] #smsociety,2020
[4] phd,student
[3] full,report

Top Word Pairs in Tweet in G10:
[5] bod0ng,choux
[5] special,section
[4] tues,sept
[4] excited,bod0ng
[4] #networks,#learninganalytics
[4] webinar,effectively
[4] very,excited
[4] hecking,editing
[4] conversations,tues
[4] effectively,analyze

Top Replied-To
Top Replied-To in Entire Graph:
@tarletong
@socmediaconf
@phmai
@mcewanincomm
@jetsumgerl
@jamescookuma
@suayozkula
@lutzid
@dhirajmurthy
@sportmgmtprof

Top Replied-To in G1:
@jamescookuma
@jeffhemsley
@milsonveloso
@barrywellman
@patyrossini
@felipebsoares
@zizip

Top Replied-To in G2:
@socmediaconf
@ethanz
@phmai
@jetsumgerl
@mcewanincomm
@jennadrenten
@asaiphoo14
@followlori
@nodexlacademy
@this0499154500

Top Replied-To in G3:
@tarletong
@mcewanincomm
@jetsumgerl
@lutzid
@suayozkula
@dhirajmurthy
@phmai
@jamescookuma
@irfanyeg

Top Replied-To in G5:
@raquelrecuero
@estebanmoralesv
@robyncaplan

Top Replied-To in G6:
@phmai
@mgintova
@jillhopke
@snurb_dot_info
@socmeddr
@mcewanincomm
@sportmgmtprof

Top Replied-To in G7:
@alexfenton
@lisa_sugiura
@socmediaconf

Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smlabto
@phmai
@docassar
@gruzd
@albertoemachado
@this0499154500
@felipebsoares
@eventsinfluenc1
@kwelle

Top Mentioned in G1:
@socmediaconf
@socialmedia_soc
@phmai
@koidl
@smlabto
@jacobsonjenna
@felipebsoares
@jamescookuma
@gruzd

Top Mentioned in G2:
@socmediaconf
@smlabto
@docassar
@phmai
@albertoemachado
@this0499154500
@eventsinfluenc1
@kwelle
@felipebsoares
@gruzd

Top Mentioned in G3:
@socmediaconf
@phmai
@tarletong
@smlabto
@lutzid
@adamworrall4
@pauljreilly
@jacobsonjenna
@sportmgmtprof
@gruzd

Top Mentioned in G4:
@michaelbathurst
@themagawatch
@meganfoxwriter
@soriano310ms
@bewizyou1
@this0499154500
@zaghdouds

Top Mentioned in G5:
@socmediaconf
@smlabto
@phmai
@gruzd
@andycrooks
@tarletong
@jamescookuma
@raquelrecuero
@socialmedia_soc

Top Mentioned in G6:
@phmai
@socmediaconf
@smlabto
@gruzd
@tarletong
@jillhopke
@raquelrecuero
@jamescookuma
@communalytic

Top Mentioned in G7:
@was3210
@socmediaconf
@alexfenton
@marc_smith
@nodexl
@catherinetalb
@nodexlacademy
@phmai
@docassar
@alvinfoo

Top Mentioned in G8:

Top Mentioned in G9:
@infogamerist
@socmediaconf
@strathcis
@fnalhayan
@strath_ischool
@thisandthatbit
@nodexl
@phmai
@smlabto
@panoptika

Top Mentioned in G10:
@alywise
@socmediaconf
@bod0ng
@choux
@trenapaulus
@theiiqm
@docassar
@sportmgmtprof
@smlabto

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@chidambara09
@blackcentaurfx
@msmwatchdog2013
@jimmyroybloom
@ottlegalrebels
@varun18vijay
@sueleugers
@hwdrepublican
@ssxman2

Top Tweeters in G1:
@nytimes
@janniaragon
@laporres
@deeped
@prochristopher
@fear_eile
@yurikageyama
@ritikag69283079
@mohdalaqeili
@nanjala1

Top Tweeters in G2:
@msmwatchdog2013
@hyamaguchi
@ricardo_ik_ahau
@marypcbuk
@clione
@shoutmgb
@mpweirdopodcast
@totallytonia
@propornot
@mschosei

Top Tweeters in G3:
@ottlegalrebels
@ssxman2
@mjoehlerich
@evidencerobot
@academicchatter
@heather_hear
@craigthomler
@socialgoodstuff
@safety_refinery
@rwaccommodation

Top Tweeters in G4:
@blackcentaurfx
@varun18vijay
@hwdrepublican
@soriano310ms
@moviestvmad
@nepal_news_en
@headunder_water
@patriciasinglet
@fiona_c1
@thejournal_ie

Top Tweeters in G5:
@santchiweb
@devvibesbot
@sleepydystopian
@adriaramaral
@absentminddmama
@epi_twit
@nohaatef
@apexlinda
@aejmc
@rellypops

Top Tweeters in G6:
@sueleugers
@ballerinax
@starbucks
@kwetoday
@drpetra
@maelorin
@intelwire
@remixtures
@anandstweets
@luca

Top Tweeters in G7:
@marshawright
@chidambara09
@jimmyroybloom
@adeyemoadekunl2
@salon
@fmfrancoise
@freshwaterdeity
@jwinstone1
@lfc
@subatomicdoc

Top Tweeters in G8:
@tais_so
@baspugs
@carlosguadian
@catpaw
@naledgesince82
@ramykhodeir
@puglisi
@maxguadagnoli
@jurgenhomola
@leanneccrisp

Top Tweeters in G9:
@massrealty
@carlaacarlson
@mortgagerealty
@strathclydeoa
@douglasmaxw3ll
@unistrathclyde
@slicceo
@migreenbuilding
@infogamerist
@strathscience

Top Tweeters in G10:
@deniscasther
@alex_j_bowers
@bod0ng
@trenapaulus
@christina_qdas
@theiiqm
@amy_stich
@alywise
@choux
@solaresearch


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