#SMProfs, Twitter, 7/8/2022 5:18:42 AM, 279167


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#SMProfs_2022-07-07_21-29-00.xlsx
#SMProfs_2022-07-07_21-29-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 08, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3alcNeA
@kfreberg
@this0499154500
@jeremyhl
@michaelbathurst
@docassar
@shoutmgb
@kimfoxwosu
@brianne2k
@aejmc_prd
@stultzmatt

Top hashtags:
#smprofs
#prprofs
#smle2022
#ff
#aejmc21
#firstamendment
#aejmc2021
#smpc2023
#smc2021

Description:
Description
The graph represents a network of 403 Twitter users whose tweets in the requested range contained "#SMProfs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 July 2022 at 04:30 UTC.

The requested start date was Friday, 08 July 2022 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 128-day, 17-hour, 9-minute period from Tuesday, 01 March 2022 at 02:37 UTC to Thursday, 07 July 2022 at 19:46 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 : 403
Unique Edges : 707
Edges With Duplicates : 4823
Total Edges : 5530
Number of Edge Types : 5
Mentions : 2272
MentionsInRetweet : 2483
Retweet : 552
Tweet : 210
Replies to : 13
Self-Loops : 228
Reciprocated Vertex Pair Ratio : 0.11247947454844
Reciprocated Edge Ratio : 0.202214022140221
Connected Components : 12
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 375
Maximum Edges in a Connected Component : 5484
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.647214
Graph Density : 0.00836388775724356
Modularity : 0.122925
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 403 Twitter users whose tweets in the requested range contained "#SMProfs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 July 2022 at 04:30 UTC.

The requested start date was Friday, 08 July 2022 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 128-day, 17-hour, 9-minute period from Tuesday, 01 March 2022 at 02:37 UTC to Thursday, 07 July 2022 at 19:46 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 : #SMProfs
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:
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272858

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278151
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934

Top URLs in Tweet in G2:
[3] http://karenfreberg.com/blog/sparking-creativity-through-tiktok-reels-assignment/
[3] https://www.thedrum.com/news/2022/03/25/pr-experts-how-applebee-s-can-recoup-trust-after-backlash-exec-s-leaked-email
[2] http://karenfreberg.com/blog/another-semester-and-a-new-chapter/
[2] https://www.adweek.com/commerce/marketing-morsels-stranger-things-dog-toys-steak-umm-bed-sheets-and-more/
[2] https://www.socialmediatoday.com/news/twitter-tests-new-bitmoji-integration-to-display-your-digital-character-as/626513/
[2] https://www.dailymail.co.uk/news/article-10802211/NewProfilePic-Warning-issued-viral-app-hoover-data-sends-Moscow.html
[2] https://www.socialmediatoday.com/news/tiktok-tests-new-mini-games-with-users-in-vietnam/624104/
[2] https://www.socialmediatoday.com/news/linkedin-launches-new-ad-campaign-to-highlight-rising-conversation-in-the-a/625313/
[2] https://www.theverge.com/2022/6/11/23163839/tiktok-parent-company-bytedance-gearing-up-invest-money-vr?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.adweek.com/media/young-influentials-how-paramount-is-aligning-brands-with-the-right-creators/

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272858
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273328
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273680
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273397
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273161
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274097

Top URLs in Tweet in G4:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273951
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272794
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274733
[5] https://aejmc.us/jpre/2022/03/31/journal-of-public-relations-education-vol-8-issue-1/
[4] https://aejmc.us/prd/2022/05/12/prd-sessions-activities-in-detroit/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273397
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273881
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273968
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272609

Top URLs in Tweet in G5:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275603
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274478
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273680

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274097
[2] https://www.xda-developers.com/twitter-working-on-podcasting/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273881
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272453
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273679
[1] https://twitter.com/anneohirsch/status/1523719183883587584
[1] https://twitter.com/i/web/status/1508567571343192069
[1] https://twitter.com/TaylorLorenz/status/1513874718545354756
[1] https://twitter.com/Brizzyc/status/1524785740051361795
[1] https://twitter.com/TheShadeRoom/status/1524480366274396165

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1518657576241610752
[1] https://twitter.com/janachubaPR/status/1520071301377015808

Top URLs in Tweet in G8:
[1] https://twitter.com/peacocktv/status/1505038172874489856
[1] https://www.theguardian.com/media/2022/mar/04/bot-holiday-covid-misinformation-ukraine-social-media
[1] https://twitter.com/lisalebduska/status/1507508545209647112
[1] https://www.nytimes.com/2022/03/24/technology/eu-regulation-apple-meta-google.html?smid=tw-share
[1] https://mywordle.strivemath.com/

Top URLs in Tweet in G10:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277267

Top Domains
Top Domains in Tweet in Entire Graph:
[579] nodexlgraphgallery.org
[123] twitter.com
[58] apnews.com
[29] socialmediatoday.com
[27] adweek.com
[10] aejmc.us
[8] theverge.com
[6] thedrum.com
[6] amazon.com
[6] karenfreberg.com

Top Domains in Tweet in G1:
[138] nodexlgraphgallery.org
[58] apnews.com
[19] twitter.com
[6] theverge.com
[6] agorapulse.com
[3] npr.org
[3] socialmediatoday.com
[3] washingtonpost.com
[3] nytimes.com
[2] routledge.com

Top Domains in Tweet in G2:
[70] twitter.com
[27] adweek.com
[25] socialmediatoday.com
[6] karenfreberg.com
[6] thedrum.com
[3] techcrunch.com
[3] adobe.com
[2] co.uk
[2] theverge.com
[2] youtube.com

Top Domains in Tweet in G3:
[196] nodexlgraphgallery.org
[6] twitter.com
[1] linkedin.com

Top Domains in Tweet in G4:
[117] nodexlgraphgallery.org
[9] aejmc.us
[6] twitter.com
[3] amazon.com
[2] qualtrics.com
[1] aejmc.org

Top Domains in Tweet in G5:
[121] nodexlgraphgallery.org
[4] twitter.com

Top Domains in Tweet in G6:
[14] twitter.com
[5] nodexlgraphgallery.org
[2] xda-developers.com
[1] thedailybeast.com
[1] socialmediatoday.com
[1] pewresearch.org

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] theguardian.com
[1] nytimes.com
[1] strivemath.com

Top Domains in Tweet in G10:
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[705] smprofs
[401] prprofs
[287] smle2022
[193] ff
[161] aejmc21
[142] firstamendment
[135] aejmc2021
[127] smpc2023
[110] smc2021
[66] aejmc22



Top Hashtags in Tweet in G1:
[210] smprofs
[138] smle2022
[115] prprofs
[69] smpc2023
[36] ff
[25] aejmc21
[24] firstamendment
[20] aejmc2021
[19] smc2021
[14] unojmc441

Top Hashtags in Tweet in G2:
[196] smprofs
[33] prprofs
[11] smsports
[8] marketingtwitter
[5] frebergsm
[5] freberg22
[5] profcon
[3] adobesummit
[2] smprof
[1] highered

Top Hashtags in Tweet in G3:
[81] prprofs
[80] smprofs
[44] ff
[41] smle2022
[38] aejmc21
[32] firstamendment
[31] aejmc2021
[25] smc2021
[16] smpc2023
[15] aejmc22

Top Hashtags in Tweet in G4:
[125] smprofs
[115] prprofs
[71] smle2022
[70] ff
[66] aejmc21
[59] aejmc2021
[57] firstamendment
[46] smc2021
[36] aejmc22
[26] smpc2023

Top Hashtags in Tweet in G5:
[54] smprofs
[54] prprofs
[43] ff
[37] smle2022
[32] aejmc21
[29] firstamendment
[25] aejmc2021
[20] smc2021
[16] smpc2023
[14] aejmc22

Top Hashtags in Tweet in G6:
[27] smprofs
[20] socialmedia
[3] journalism
[2] podcaststudies
[1] aejmc22
[1] instagram
[1] tos
[1] filterlessstates
[1] whompwhomp
[1] roeoverturned

Top Hashtags in Tweet in G7:
[4] mimspr
[3] smprofs
[1] proudprof

Top Hashtags in Tweet in G8:
[8] smprofs
[2] prprofs
[1] streaming
[1] fortnite
[1] streaminglive
[1] wordle
[1] marketingtwitter
[1] smsports

Top Hashtags in Tweet in G9:
[2] smprofs
[1] socialmediaanalytics
[1] aaltomikkeli
[1] tiktokadvertising
[1] marketingprofs

Top Words
Top Words in Tweet in Entire Graph:
[705] #smprofs
[653] jeremyhl
[583] nodexl
[537] michaelbathurst
[526] this0499154500
[401] #prprofs
[401] docassar
[300] unosmlre
[287] #smle2022
[238] aejmc

Top Words in Tweet in G1:
[216] jeremyhl
[210] #smprofs
[162] michaelbathurst
[139] nodexl
[138] #smle2022
[130] unosmlre
[123] this0499154500
[115] #prprofs
[69] #smpc2023
[61] docassar

Top Words in Tweet in G2:
[196] #smprofs
[71] kfreberg
[33] #prprofs
[32] fyi
[26] adweek
[18] tiktok
[15] social
[14] one
[13] twitter
[13] make

Top Words in Tweet in G3:
[202] jeremyhl
[197] nodexl
[179] this0499154500
[177] docassar
[174] michaelbathurst
[101] aejmc
[81] #prprofs
[80] #smprofs
[63] unosmlre
[61] aejmc_prd

Top Words in Tweet in G4:
[125] #smprofs
[119] nodexl
[115] #prprofs
[107] this0499154500
[96] jeremyhl
[93] docassar
[86] top
[86] hashtags
[85] aejmc
[84] aejmc_prd

Top Words in Tweet in G5:
[128] jeremyhl
[121] nodexl
[116] michaelbathurst
[109] this0499154500
[66] unosmlre
[62] docassar
[54] #smprofs
[54] #prprofs
[45] top
[43] hashtags

Top Words in Tweet in G6:
[27] #smprofs
[20] #socialmedia
[9] twitter
[8] kimfoxwosu
[7] docassar
[7] jeremyhl
[6] this0499154500
[6] tiktok
[5] nodexl
[4] michaelbathurst

Top Words in Tweet in G7:
[15] social
[12] media
[11] mimspr
[10] campaign
[10] many
[10] lessons
[10] learned
[7] hands
[7] practice
[7] running

Top Words in Tweet in G8:
[8] #smprofs
[3] media
[3] great
[2] know
[2] social
[2] right
[2] #prprofs
[2] anyone
[2] help
[2] need

Top Words in Tweet in G9:
[2] thank
[2] speaking
[2] #smprofs

Top Words in Tweet in G10:
[2] michaelbathurst
[2] jeremyhl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[198] top,hashtags
[191] #smprofs,#prprofs
[183] nodexl,michaelbathurst
[154] michaelbathurst,jeremyhl
[137] unosmlre,nodexl
[129] #aejmc21,#aejmc2021
[126] jeremyhl,nodexl
[126] nodexl,this0499154500
[120] #ff,#aejmc21
[117] #smle2022,#ff

Top Word Pairs in Tweet in G1:
[89] #smle2022,#smprofs
[86] #smprofs,#prprofs
[68] nodexl,michaelbathurst
[54] unosmlre,nodexl
[46] michaelbathurst,jeremyhl
[45] #smpc2023,#smle2022
[43] tweet,network
[41] nodexl,unosmlre
[40] social,media
[36] jeremyhl,nodexl

Top Word Pairs in Tweet in G2:
[31] #smprofs,#prprofs
[31] fyi,#smprofs
[18] adweek,#smprofs
[13] kfreberg,#smprofs
[9] social,media
[8] #smprofs,#smsports
[8] make,sure
[7] #smprofs,#marketingtwitter
[7] sure,check
[7] #smprofs,community

Top Word Pairs in Tweet in G3:
[59] nodexl,this0499154500
[49] michaelbathurst,jeremyhl
[47] top,hashtags
[45] jeremyhl,nodexl
[44] nodexl,michaelbathurst
[43] jeremyhl,michaelbathurst
[43] aejmc,nodexl
[43] nodexl,aejmc
[34] docassar,jeremyhl
[34] jeremyhl,docassar

Top Word Pairs in Tweet in G4:
[86] top,hashtags
[59] #aejmc21,#aejmc2021
[51] #ff,#aejmc21
[44] #smle2022,#ff
[42] #smprofs,#prprofs
[40] nodexl,this0499154500
[40] #prprofs,#smprofs
[38] #aejmc2021,#smc2021
[34] hashtags,#smprofs
[33] aejmc,nodexl

Top Word Pairs in Tweet in G5:
[52] nodexl,michaelbathurst
[44] michaelbathurst,jeremyhl
[43] top,hashtags
[37] unosmlre,nodexl
[28] jeremyhl,nodexl
[26] #smle2022,#ff
[26] #ff,#aejmc21
[24] #aejmc21,#aejmc2021
[22] nodexl,this0499154500
[19] jeremyhl,edward733

Top Word Pairs in Tweet in G6:
[9] #smprofs,#socialmedia
[5] #socialmedia,#smprofs
[4] this0499154500,kfreberg
[4] kfreberg,jeremyhl
[4] jeremyhl,docassar
[3] #smprofs,nodexl
[3] nodexl,this0499154500
[3] docassar,kimfoxwosu
[3] kimfoxwosu,michaelbathurst
[3] race,hide

Top Word Pairs in Tweet in G7:
[12] social,media
[10] many,lessons
[10] lessons,learned
[7] hands,practice
[7] practice,running
[7] running,social
[7] media,campaign
[7] campaign,priceless
[7] priceless,many
[7] learned,hard

Top Word Pairs in Tweet in G8:
[2] social,media

Top Word Pairs in Tweet in G10:
[2] michaelbathurst,jeremyhl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@this0499154500
@michaelbathurst
@docassar
@kfreberg
@aejmc_prd
@unosmlre
@aejmc
@endruvitak
@jpreprd

Top Mentioned in G1:
@jeremyhl
@michaelbathurst
@this0499154500
@unosmlre
@docassar
@endruvitak
@nodexl
@nebraskasower
@kfreberg
@twitter

Top Mentioned in G2:
@kfreberg
@adweek
@socialmedia2day
@kentuckyderby
@thedrum
@stukentapp
@smprofessors
@cannes_lions
@prdaily
@smp_community

Top Mentioned in G3:
@this0499154500
@jeremyhl
@michaelbathurst
@docassar
@aejmc_prd
@aejmc
@kfreberg
@gsig_aejmc
@unosmlre
@kimfoxwosu

Top Mentioned in G4:
@this0499154500
@docassar
@aejmc_prd
@jeremyhl
@michaelbathurst
@aejmc
@jpreprd
@kfreberg
@gsig_aejmc
@joccjournal

Top Mentioned in G5:
@michaelbathurst
@jeremyhl
@this0499154500
@docassar
@unosmlre
@aejmc_prd
@rootnk
@endruvitak
@aejmc
@kfreberg

Top Mentioned in G6:
@kimfoxwosu
@jeremyhl
@docassar
@this0499154500
@michaelbathurst
@kfreberg
@unosmlre
@csw_aejmc
@fcc
@bali_maha

Top Mentioned in G7:
@mimspr
@masoncommdept
@hubspotacademy
@mason_
@masonchss
@brgliving
@w2comm
@cmicontent
@gmu_prssa
@masoncareer

Top Mentioned in G9:
@dennisyu
@aaltouniversity
@aaltobiz
@cbrands

Top Mentioned in G10:
@michaelbathurst
@jeremyhl
@this0499154500
@globaliqx
@docassar
@chidambar

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@edjlazar
@botcybersec
@fluttbot
@ssxman2
@garyloper
@safetymentalst
@nytimes

Top Tweeters in G1:
@chidambara09
@botcybersec
@fluttbot
@ssxman2
@garyloper
@safetymentalst
@nytimes
@tripletsfan19
@paulwiggins
@rwang0

Top Tweeters in G2:
@mailonline
@techcrunch
@verge
@thedrum
@garyvee
@socialmedia2day
@nordicgeo
@chrisstrub
@thatchristinag
@adweek

Top Tweeters in G3:
@a_rockas
@twizmwhytepiece
@kugey
@flutterbyamey
@bandsdesignsdm
@antgrasso
@firemanrich
@stineeckert
@analytics_699
@jack

Top Tweeters in G4:
@edjlazar
@felixnater
@hydeblizzardbox
@shoutmgb
@b0tsci
@drjdrooghaag
@antoncountrysup
@scicommbot
@willthewordguy
@mary_gambara

Top Tweeters in G5:
@sectest9
@cybersecurityn8
@edward733
@waterworxuk
@michaelbathurst
@america4455
@eli_krumova
@un
@samwalldigital
@dkiesow

Top Tweeters in G6:
@variety
@carolekingnyc
@podcastsincolor
@pewresearch
@bali_maha
@pakinamamer
@kimfoxwosu
@fcc
@kwerb
@hashtagmarketi7

Top Tweeters in G7:
@cmicontent
@hubspotacademy
@cwb_mason
@w2comm
@brgliving
@mimspr
@masoncareer
@gmu_prssa
@masoncommdept
@masonchss

Top Tweeters in G8:
@cc_chapman
@voiceofd
@a
@wia
@mptaylorprof
@lisakuhlman
@coleman_mcgowan
@adeellaide
@chidambara
@twittera

Top Tweeters in G9:
@dennisyu
@aaltouniversity
@suz_alto
@aaltobiz
@cbrands

Top Tweeters in G10:
@nachteulemaggy
@chidambar