#SMProfs, Twitter, 9/17/2021 5:12:05 AM, 262245


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#SMProfs_2021-09-16_21-41-18.xlsx
#SMProfs_2021-09-16_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3tPrbkt
@kfreberg
@jeremyhl
@docassar
@michaelbathurst
@thartman2u
@ginaluttrell
@reutsmichael1
@tiktok_us
@kimfoxwosu
@mjoehlerich

Top hashtags:
#smprofs
#prprofs
#smc2021
#smle2022
#socialmedia
#smmm2020
#data
#pr
#aejmc2021

Description:
Description
The graph represents a network of 286 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, 17 September 2021 at 04:42 UTC.

The requested start date was Friday, 17 September 2021 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 77-day, 9-hour, 47-minute period from Thursday, 01 July 2021 at 13:24 UTC to Thursday, 16 September 2021 at 23:12 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 : 286
Unique Edges : 408
Edges With Duplicates : 2323
Total Edges : 2731
Number of Edge Types : 5
Mentions : 1018
MentionsInRetweet : 1283
Retweet : 292
Replies to : 21
Tweet : 117
Self-Loops : 126
Reciprocated Vertex Pair Ratio : 0.0834492350486787
Reciprocated Edge Ratio : 0.154043645699615
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 246
Maximum Edges in a Connected Component : 2673
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.572424
Graph Density : 0.00955710955710956
Modularity : 0.162686
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 286 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, 17 September 2021 at 04:42 UTC.

The requested start date was Friday, 17 September 2021 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 77-day, 9-hour, 47-minute period from Thursday, 01 July 2021 at 13:24 UTC to Thursday, 16 September 2021 at 23:12 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:
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261781
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628

Top URLs in Tweet in G1:
[4] https://experienceleague.adobe.com/landing/analytics-university/?fbclid=IwAR2jhcgT6Ku5-D5UwAhkBwdwphl4Fbuwm51QYefD6TjPI6LuNNSYfSYajNU
[3] https://www.socialmediatoday.com/news/tiktok-rolls-out-quick-promote-ad-option-to-all-business-accounts/605731/
[3] https://www.adweek.com/social-marketing/tiktok-integrates-vimeos-video-tools-with-an-eye-toward-smbs/
[3] https://www.adweek.com/brand-marketing/brands-must-embrace-user-generated-content/
[3] https://www.tandfonline.com/doi/full/10.1080/10646175.2021.1965927?cookieSet=1
[2] https://www.socialmediatoday.com/news/facebook-runs-video-tests-to-make-instagram-more-like-tiktok/602771/
[2] https://twitter.com/mindysthomas/status/1414681477464342529
[2] https://twitter.com/thatchristinag/status/1414968680954347520
[2] https://www.socialmediatoday.com/news/instagram-stories-drafts-are-now-available-to-all-users/603498/
[2] https://www.socialmediatoday.com/news/facebook-updates-educational-resources-for-parents-and-students-ahead-of-ba/605009/

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261627
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262001
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260764
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260763
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261

Top URLs in Tweet in G3:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261781
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258244
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259557

Top URLs in Tweet in G4:
[2] https://www.theverge.com/2021/9/3/22656036/nyu-researchers-study-facebook-misinformation-engagement-election
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260896
[2] https://apnews.com/article/marjorie-taylor-greene-twitter-timeout-15c6de4859e3ea582b3c6e6cb80861b6
[1] https://twitter.com/i/web/status/1438641956473692160
[1] https://www.theverge.com/2021/8/27/22644579/tiktok-reddit-facebook-ivermectin-covid-19-misinformation
[1] https://twitter.com/i/web/status/1410763743198429192
[1] https://twitter.com/i/web/status/1410941298618638337
[1] https://www.vice.com/en/article/g5gd99/norway-law-forces-influencers-to-label-retouched-photos-on-instagram
[1] https://apnews.com/article/technology-europe-business-data-privacy-0f62eda2f5c20cb431ccde994f5357bd
[1] https://twitter.com/i/web/status/1421125213652234242

Top URLs in Tweet in G5:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259557
[1] https://twitter.com/i/web/status/1419171829256761347
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259295
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258187
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257260
[1] https://twitter.com/docassar/status/1422270990646665222
[1] https://www.socialmediaexaminer.com/how-to-use-tiktok-promote-to-reach-new-audiences/
[1] https://twitter.com/WSJ/status/1429692406241366020

Top URLs in Tweet in G6:
[1] https://facultyjobs.ua.edu/postings/49309
[1] https://facultyjobs.ua.edu/postings/49310
[1] https://www.bbc.com/news/technology-58570353

Top URLs in Tweet in G7:
[1] https://www.rivaliq.com/blog/social-media-industry-benchmark-report/
[1] https://www.socialmediatoday.com/news/40-twitter-stats-for-2021-infographic/604699/

Top URLs in Tweet in G8:
[1] https://twitter.com/NewhouseSU/status/1423424086265540615
[1] https://twitter.com/NewhouseSU/status/1423433773660753922
[1] https://twitter.com/NewhouseSU/status/1418613411861176324
[1] https://www.gvsu.edu/soc/2021-james-w-carey-memorial-lecture-featuring-douglas-198.htm

Top URLs in Tweet in G9:
[1] https://paper.li/SHearts_Reviews/1430019767?edition_id=f1faa630-1444-11ec-8236-fa163e65ae25

Top URLs in Tweet in G10:
[1] https://twitter.com/CaseyNewton/status/1431343771547959298
[1] https://twitter.com/kfreberg/status/1418556273075924996
[1] https://twitter.com/GuyGolan/status/1420460863463444480
[1] https://www.vox.com/recode/22612151/laura-edelson-facebook-nyu-ad-observatory-social-media-researcher
[1] https://twitter.com/latermedia/status/1423709205228187655
[1] https://twitter.com/blackgaygemini/status/1427720890561622017
[1] https://twitter.com/EthanZ/status/1432790542031675398
[1] https://www.axios.com/newsletters/axios-media-trends-cd807da2-f937-4e84-b95f-b34ce0ef4db4.html
[1] https://www.cjr.org/opinion/nieman-lab-lawsuit-joshua-benton-francesca-viola.php

Top Domains
Top Domains in Tweet in Entire Graph:
[265] nodexlgraphgallery.org
[99] twitter.com
[30] socialmediatoday.com
[22] adweek.com
[21] apnews.com
[6] theverge.com
[4] sproutsocial.com
[4] tandfonline.com
[4] adobe.com
[3] cnbc.com

Top Domains in Tweet in G1:
[56] twitter.com
[29] socialmediatoday.com
[22] adweek.com
[4] adobe.com
[3] sproutsocial.com
[3] tandfonline.com
[2] aejmc.us
[2] karenfreberg.com
[2] ampproject.org
[2] kritik.io

Top Domains in Tweet in G2:
[123] nodexlgraphgallery.org
[11] twitter.com

Top Domains in Tweet in G3:
[113] nodexlgraphgallery.org
[12] twitter.com

Top Domains in Tweet in G4:
[21] apnews.com
[16] nodexlgraphgallery.org
[8] twitter.com
[5] theverge.com
[2] axios.com
[2] co.uk
[2] cnbc.com
[2] routledge.com
[1] vice.com
[1] nbcnews.com

Top Domains in Tweet in G5:
[13] nodexlgraphgallery.org
[3] twitter.com
[1] socialmediaexaminer.com

Top Domains in Tweet in G6:
[2] ua.edu
[1] bbc.com

Top Domains in Tweet in G7:
[1] rivaliq.com
[1] socialmediatoday.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] gvsu.edu

Top Domains in Tweet in G9:
[1] paper.li

Top Domains in Tweet in G10:
[6] twitter.com
[1] vox.com
[1] axios.com
[1] cjr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[422] smprofs
[173] prprofs
[107] smc2021
[101] smle2022
[58] socialmedia
[53] smmm2020
[51] data
[44] pr
[41] aejmc2021
[36] aejmc21



Top Hashtags in Tweet in G1:
[179] smprofs
[25] prprofs
[18] smsports
[12] frebergpr
[8] smmedu
[4] smprof
[3] marketingtwitter
[3] smm
[2] nil
[1] frebergalums

Top Hashtags in Tweet in G2:
[78] smprofs
[55] prprofs
[32] smc2021
[32] aejmc2021
[30] smle2022
[29] socialmedia
[28] smmm2020
[28] data
[27] pr
[24] aejmc21

Top Hashtags in Tweet in G3:
[50] smprofs
[25] prprofs
[19] smc2021
[18] ff
[15] smle2022
[9] socialmedia
[8] data
[8] smmm2020
[7] pr
[6] machineleaning

Top Hashtags in Tweet in G4:
[66] smprofs
[54] smle2022
[54] smc2021
[46] prprofs
[14] smmm2020
[10] misinformation
[9] socialmedia
[9] data
[8] pr
[6] aejmc21

Top Hashtags in Tweet in G5:
[24] smprofs
[9] prprofs
[6] smmedu
[4] socialmedia
[3] smmm2020
[2] data
[2] smle2022
[2] smc2021
[2] tcusm
[1] uno1forall

Top Hashtags in Tweet in G6:
[2] smprofs
[1] deij
[1] prprofs
[1] adprofs

Top Hashtags in Tweet in G7:
[2] smprofs
[1] dmprofs

Top Hashtags in Tweet in G8:
[7] prprofs
[7] smprofs
[2] aejmc21
[2] author
[1] peso
[1] pr
[1] womenauthors
[1] sm
[1] publicrelations

Top Hashtags in Tweet in G9:
[1] ff
[1] smprofs

Top Hashtags in Tweet in G10:
[10] smprofs
[7] socialmedia
[4] prprofs
[1] podcasting
[1] readlater
[1] axiosmediatrends

Top Words
Top Words in Tweet in Entire Graph:
[422] #smprofs
[337] jeremyhl
[284] docassar
[269] nodexl
[189] michaelbathurst
[173] #prprofs
[168] kfreberg
[142] thartman2u
[118] unosmlre
[114] aejmc_prd

Top Words in Tweet in G1:
[179] #smprofs
[56] kfreberg
[25] #prprofs
[23] social
[20] media
[19] tiktok
[19] adweek
[18] #smsports
[14] instagram
[14] smsc

Top Words in Tweet in G2:
[132] docassar
[124] nodexl
[118] jeremyhl
[78] #smprofs
[74] aejmc_prd
[67] thartman2u
[64] michaelbathurst
[62] aejmc
[55] #prprofs
[46] top

Top Words in Tweet in G3:
[171] jeremyhl
[121] docassar
[115] nodexl
[110] michaelbathurst
[62] thartman2u
[61] unosmlre
[50] #smprofs
[48] rootnk
[43] reutsmichael1
[29] nebraskasower

Top Words in Tweet in G4:
[66] #smprofs
[54] #smle2022
[54] #smc2021
[46] #prprofs
[28] jeremyhl
[19] more
[17] nodexl
[16] aejmc
[14] #smmm2020
[13] unosmlre

Top Words in Tweet in G5:
[29] kfreberg
[24] #smprofs
[20] tiktok_us
[19] jeremyhl
[18] docassar
[16] tldelrosso
[13] nodexl
[11] reutsmichael1
[9] #prprofs
[8] smm_institute

Top Words in Tweet in G6:
[17] digital
[17] communication
[17] pr
[17] focus
[16] work
[16] bamaapr
[16] two
[16] positions
[16] open
[16] public

Top Words in Tweet in G7:
[2] data
[2] #smprofs

Top Words in Tweet in G8:
[7] #prprofs
[7] #smprofs
[4] adriwall
[3] media
[3] latest
[2] #aejmc21
[2] speaks
[2] truth
[2] #author
[2] dreams

Top Words in Tweet in G10:
[10] #smprofs
[7] #socialmedia
[4] #prprofs
[3] good
[3] adobe
[3] analytics
[3] free
[3] students
[3] curriculum
[3] facebook

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] #smprofs,#prprofs
[70] nodexl,jeremyhl
[65] docassar,jeremyhl
[65] jeremyhl,michaelbathurst
[64] top,hashtags
[59] #smle2022,#smc2021
[55] jeremyhl,nodexl
[52] nodexl,kfreberg
[51] jeremyhl,docassar
[50] #smprofs,nodexl

Top Word Pairs in Tweet in G1:
[23] #smprofs,#prprofs
[20] social,media
[14] adweek,#smprofs
[13] #smprofs,#smsports
[10] fyi,#smprofs
[8] kfreberg,#smprofs
[6] #frebergpr,#smprofs
[6] fellow,#smprofs
[6] #smprofs,#frebergpr
[6] smsc,2e

Top Word Pairs in Tweet in G2:
[46] top,hashtags
[37] nodexl,aejmc
[36] docassar,jeremyhl
[30] nodexl,kfreberg
[26] #smprofs,nodexl
[25] jeremyhl,docassar
[20] willthewordguy,aejmc_comsher
[18] #smmm2020,#socialmedia
[18] hashtags,#smprofs
[18] #aejmc2021,nodexl

Top Word Pairs in Tweet in G3:
[48] jeremyhl,michaelbathurst
[46] nodexl,jeremyhl
[42] jeremyhl,nodexl
[37] michaelbathurst,jeremyhl
[32] docassar,unosmlre
[28] michaelbathurst,rootnk
[28] rootnk,reutsmichael1
[25] unosmlre,nodexl
[24] docassar,jeremyhl
[24] reutsmichael1,amweare

Top Word Pairs in Tweet in G4:
[37] #smle2022,#smc2021
[35] #smprofs,#prprofs
[30] #smc2021,#smprofs
[10] ap,#smle2022
[8] social,media
[8] researchers,found
[8] found,more
[8] more,#misinformation
[8] #misinformation,regularly
[8] regularly,more

Top Word Pairs in Tweet in G5:
[8] nodexl,jeremyhl
[8] kfreberg,tldelrosso
[7] jeremyhl,kfreberg
[7] kfreberg,tiktok_us
[7] tiktok_us,reutsmichael1
[7] reutsmichael1,docassar
[7] social,media
[5] #smprofs,nodexl
[5] kfreberg,super
[5] super,excited

Top Word Pairs in Tweet in G6:
[17] digital,communication
[16] work,bamaapr
[16] bamaapr,two
[16] two,positions
[16] positions,open
[16] open,digital
[16] communication,pr
[16] pr,public
[16] public,affairs
[16] affairs,politics

Top Word Pairs in Tweet in G8:
[4] #prprofs,#smprofs
[3] #smprofs,#prprofs
[2] #aejmc21,#prprofs
[2] speaks,truth
[2] truth,#prprofs
[2] #author,dreams
[2] dreams,full
[2] full,color
[2] color,text
[2] text,well

Top Word Pairs in Tweet in G10:
[4] #socialmedia,#smprofs
[3] #smprofs,#prprofs
[3] adobe,analytics
[3] analytics,free
[2] good,news
[2] news,indeed
[2] indeed,#smprofs
[2] #prprofs,adobe
[2] free,profs
[2] profs,students

Top Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@tldelrosso
@docassar
@twitter
@kesutherland777
@don_crowther
@sourpatchkids
@vancityreynolds
@nathanallebach
@musa

Top Replied-To in G1:
@tldelrosso
@kfreberg
@musa
@nathanallebach
@vancityreynolds
@sourpatchkids
@don_crowther
@kesutherland777
@twitter

Top Replied-To in G3:
@docassar

Top Replied-To in G5:
@docassar
@michaelbathurst
@tiktok_us
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@kfreberg
@michaelbathurst
@thartman2u
@aejmc_prd
@unosmlre
@reutsmichael1
@mpweirdopodcast
@aejmc

Top Mentioned in G1:
@kfreberg
@adweek
@smm_institute
@adobe
@tiktok_us
@amazon
@tldelrosso
@smprofessors
@fos
@facebookapp

Top Mentioned in G2:
@docassar
@jeremyhl
@aejmc_prd
@thartman2u
@michaelbathurst
@kfreberg
@aejmc
@mpweirdopodcast
@ginaluttrell
@aejmc_comsher

Top Mentioned in G3:
@jeremyhl
@docassar
@michaelbathurst
@thartman2u
@reutsmichael1
@unosmlre
@rootnk
@nebraskasower
@kfreberg
@mpweirdopodcast

Top Mentioned in G4:
@jeremyhl
@nodexl
@aejmc
@docassar
@aejmc_prd
@unosmlre
@ap
@kfreberg
@michaelbathurst
@thartman2u

Top Mentioned in G5:
@kfreberg
@tiktok_us
@tldelrosso
@jeremyhl
@smm_institute
@reutsmichael1
@docassar
@michaelbathurst
@thartman2u
@davejorgenson

Top Mentioned in G6:
@bamaapr
@msvandyke

Top Mentioned in G8:
@adriwall
@ginaluttrell
@drjamiward
@rlpgbooks
@drmccollough
@gvschoolofcom

Top Mentioned in G9:
@sukugkailash
@mainchannel_
@4evrstardancer

Top Mentioned in G10:
@podcastsincolor
@kfreberg
@niemanlab
@kimfoxwosu

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mainchannel_
@bbcnews
@cnbc
@nytimes
@4evrstardancer
@cnn
@wsj
@fluttbot
@tjsutton12

Top Tweeters in G1:
@wsj
@tjsutton12
@verge
@reddusfoximus
@cc_chapman
@adweek
@thatchristinag
@newsreputation
@sproutsocial
@kfreberg

Top Tweeters in G2:
@owhnews
@markj_ohnson
@b0tsci
@scicommbot
@thartman2u
@crabb_jim
@devmy_fr
@albertoemachado
@willthewordguy
@aejmc

Top Tweeters in G3:
@fluttbot
@mjoehlerich
@shoutmgb
@michaelbathurst
@kugey
@ccooke6685
@developerbot_v1
@mpweirdopodcast
@mic
@pewresearch

Top Tweeters in G4:
@bbcnews
@cnbc
@nytimes
@cnn
@ap
@buzzfeednews
@lin_nah
@polypolilive
@jeremyhl
@adage

Top Tweeters in G5:
@cynthiamn5
@vivianfrancos
@tiktok_us
@ingcolombo
@davejorgenson
@oceansprayinc
@guygolan
@tldelrosso
@mireilleryan
@mingjohanson

Top Tweeters in G6:
@kathalbury
@drsmadden
@drjessmaddox
@drtprs
@betsyemmons
@brookewmckeever
@jamesonhayes
@bamaapr
@hkoverton
@olsonscholcomm

Top Tweeters in G7:
@doa
@micha
@aea
@wsja
@carriemunoz
@ma
@ta
@dmprofessors
@skynewsa
@westa

Top Tweeters in G8:
@adriwall
@ginaluttrell
@rlpgbooks
@holdsworthcomm
@drmccollough
@gvschoolofcom
@drjamiward
@rleditornatalie

Top Tweeters in G9:
@mainchannel_
@4evrstardancer
@sukugkailash
@shearts_reviews

Top Tweeters in G10:
@podcastsincolor
@kimfoxwosu
@niemanlab
@tsakarestou