#marketing, Twitter, 3/19/2023 1:26:34 PM, 291606


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#marketing_2023-03-19_06-05-22.xlsx
#marketing_2023-03-19_06-05-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
#marketing via NodeXL https://bit.ly/3n7FcLq
@eli_krumova
@anonproms
@cryptosanthoshk
@netshadownft
@subautoai
@enricomolinari
@thinkers360
@khulood_almani
@hashtagmarketi7
@nodexl

Top hashtags:
#marketing
#business
#socialmedia
#digitalmarketing
#news
#twitter

Description:
Description
The graph represents a network of 4,116 Twitter users whose recent tweets contained "#marketing", 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 13:11 UTC.

The tweets in the network were tweeted over the 4260-day, 6-hour, 20-minute period from Tuesday, 19 July 2011 at 17:40 UTC to Sunday, 19 March 2023 at 00:00 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 : 4116
Unique Edges : 2674
Edges With Duplicates : 6357
Total Edges : 9031
Number of Edge Types : 8
Retweet : 1853
MentionsInRetweet : 2526
Tweet : 2796
Replies to : 166
MentionsInReplyTo : 229
Mentions : 1361
Quote : 63
MentionsInQuote : 37
Self-Loops : 3341
Reciprocated Vertex Pair Ratio : 0.0145106514356283
Reciprocated Edge Ratio : 0.0286062081558125
Connected Components : 1588
Single-Vertex Connected Components : 1044
Maximum Vertices in a Connected Component : 344
Maximum Edges in a Connected Component : 1062
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.558681
Graph Density : 0.000194009212780755
Modularity : 0.427271
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,116 Twitter users whose recent tweets contained "#marketing", 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 13:11 UTC.

The tweets in the network were tweeted over the 4260-day, 6-hour, 20-minute period from Tuesday, 19 July 2011 at 17:40 UTC to Sunday, 19 March 2023 at 00:00 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 : #marketing
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:
[118] https://subauto.ai/
[72] https://twitter.com/ndurancoronado/status/1637221754748690433/video/1
[66] https://www.gofundme.com/f/the-little-mermaid-challenge-richmond-virginia?utm_campaign=p_cp+share-sheet&utm_content=undefined&utm_medium=social&utm_source=twitter&utm_term=undefined
[52] https://t.me/TheKibaInu
[50] https://www.fiverr.com/monirul1170/be-your-best-youtube-video-seo-expert
[37] https://www.tekmatix.com?ref=8yx8f
[31] https://www.fiverr.com/share/A72aG3
[30] https://twinybots.ch/
[18] https://www.digistore24.com/redir/449012/JoseRibeiro8/
[17] https://beacons.ai/brettmurphy/mediakit

Top URLs in Tweet in G1:
[18] https://www.digistore24.com/redir/449012/JoseRibeiro8/
[17] https://twinybots.ch/
[14] https://www.redbrokoly.com/
[11] https://alpenforum.forum2x2.ru/f1-forum
[10] https://s4.radio.co/sa5e7b1c48/listen
[9] https://prostodo.pl/c?pid=32187&tid=4286&ha=2376744584&r=9372
[9] https://www.tonybodoh.com/
[7] https://apps.apple.com/us/app/bulk-phone-extractor/id1672353936?ref=1481
[7] https://anyword.com/data-driven-basic/?fpr=nezih11
[6] https://crankstartmedia.com

Top URLs in Tweet in G2:
[1] https://twitter.com/cryptosanthoshK/status/1637089018507677698/photo/1

Top URLs in Tweet in G3:
[15] https://101blockchains.com/web3-scams/
[7] https://www.socialmediatoday.com/news/instagrams-testing-a-new-top-3-sticker-for-stories/644881/?:%202023-03-14%20Social%20Media%20Today%20Newsletter%20%5Bissue:48758%5D
[3] https://www.stevenvanbelleghem.com/blog/my-favourite-customer-experience-metaphor-ever-the-oxpecker-and-the-rhino/
[3] https://dinisguarda.medium.com/blockchain-architecture-the-4ir-id-foundational-tech-d2540e3b03b5
[2] https://www.gregkihlstrom.com/the-agile-brand-blog/2023/3/4/cmswire-the-ai-adoption-mindset-augmentation-and-collaboration
[2] https://www.cmswire.com/digital-experience/the-ai-adoption-mindset-augmentation-and-collaboration/?utm_content=buffer718eb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://medium.com/decentralize-today/ideas-about-the-future-of-bitcoin-and-blockchain-80a0ad3c7a2d
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=290993
[2] https://www.biometricupdate.com/202303/us-allegedly-developing-domestic-biometric-surveillance-opposition-mounts
[2] https://www.biometricupdate.com/202303/us-military-group-wants-weaponized-deepfakes-better-biometric-tools

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1637207915630153729
[1] https://twitter.com/NetshadowNFT/status/1637207915630153729/photo/1
[1] https://twitter.com/i/web/status/1636817219601481734
[1] https://twitter.com/NetshadowNFT/status/1636817219601481734/photo/1

Top URLs in Tweet in G5:
[118] https://subauto.ai/
[1] https://twitter.com/SubAutoAi/status/1636366709966917637/video/1

Top URLs in Tweet in G6:
[1] https://twitter.com/cec_app/status/1637047051220402177/video/1

Top URLs in Tweet in G7:
[1] https://magicsquare.io/next-gen-affiliate-promotion
[1] https://twitter.com/TheMagicBoost/status/1630920481384673281/photo/1

Top URLs in Tweet in G8:
[72] https://twitter.com/ndurancoronado/status/1637221754748690433/video/1

Top URLs in Tweet in G9:
[8] https://twitter.com/ademyavuz47/status/1637058810450792448/photo/1
[4] https://twitter.com/ademyavuz47/status/1637084311546474496/photo/1
[4] https://twitter.com/ademyavuz47/status/1637069324979453953/photo/1
[1] https://twitter.com/LunoxCapital/status/1637113247881998336
[1] https://bscscan.com/tx/0x81a3017f13f1ec7df11b1873552265d77bdc2ba8bef3082c44651aa3d2d4c055
[1] https://twitter.com/DarkshieldG/status/1636367184753467394/photo/1
[1] https://twitter.com/DarkshieldG/status/1637057097698353153/photo/1
[1] https://twitter.com/newathcrypto/status/1637108851550855168/photo/1
[1] https://twitter.com/LunoxCapital/status/1637113247881998336/video/1
[1] https://twitter.com/mrtcrypto13/status/1637052594177687558/photo/1

Top URLs in Tweet in G10:
[52] https://t.me/TheKibaInu
[13] https://linktr.ee/thekibainu
[6] https://kibainu.org
[3] https://kibainu.org/
[1] https://twitter.com/Mohandes890/status/1637038162584150019/photo/1
[1] https://twitter.com/Drake_fighters/status/1637130934095949824/video/1
[1] https://twitter.com/Drake_fighters/status/1636722927667236864/photo/1
[1] https://twitter.com/Rafael_T70/status/1637151192055787520/photo/1
[1] https://twitter.com/Rafael_T70/status/1636692471877959682/photo/1
[1] https://twitter.com/Eric38806596/status/1633344638546214913/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1655] twitter.com
[322] paper.li
[215] yazing.com
[130] fiverr.com
[118] subauto.ai
[76] gofundme.com
[70] youtube.com
[66] amazon.com
[60] t.me
[52] jhb.news

Top Domains in Tweet in G1:
[754] twitter.com
[100] paper.li
[50] visualcontenting.com
[44] kikori.fr
[39] youtube.com
[34] co.uk
[32] fiverr.com
[30] revolutionverte.fr
[22] digistore24.com
[17] twinybots.ch

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[51] twitter.com
[15] 101blockchains.com
[9] paper.li
[7] socialmediatoday.com
[5] medium.com
[5] google.com
[4] biometricupdate.com
[4] forbes.com
[4] mltut.com
[4] is.gd

Top Domains in Tweet in G4:
[4] twitter.com

Top Domains in Tweet in G5:
[118] subauto.ai
[1] twitter.com

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

Top Domains in Tweet in G7:
[1] magicsquare.io
[1] twitter.com

Top Domains in Tweet in G8:
[72] twitter.com

Top Domains in Tweet in G9:
[22] twitter.com
[1] bscscan.com

Top Domains in Tweet in G10:
[52] t.me
[13] twitter.com
[13] linktr.ee
[9] kibainu.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4101] marketing
[1026] business
[879] socialmedia
[838] digitalmarketing
[521] news
[480] twitter
[461] bmprt
[431] newsupdate
[394] ai
[393] breaking



Top Hashtags in Tweet in G1:
[1720] marketing
[308] business
[261] digitalmarketing
[243] seo
[218] socialmedia
[123] contentmarketing
[109] entrepreneur
[102] sales
[98] branding
[87] marketingdigital

Top Hashtags in Tweet in G2:
[303] giveaway
[2] nft
[1] bsc
[1] eth
[1] marketing

Top Hashtags in Tweet in G3:
[103] marketing
[41] metaverse
[27] ai
[22] socialmedia
[20] digitalmarketing
[19] web3
[19] digital
[19] fintech
[18] tech
[17] datascience

Top Hashtags in Tweet in G4:
[186] manager
[122] hiring
[122] community
[62] sales
[62] blockchain
[62] developers
[62] web3
[60] recruiter
[60] chinese
[60] teamlead

Top Hashtags in Tweet in G5:
[121] blockchain
[118] ai
[118] socialmedia
[118] seeding
[6] manager
[3] hiring
[3] sales
[3] community
[3] developers
[1] marketing

Top Hashtags in Tweet in G6:
[96] bounty
[96] cryptocurrency
[1] cryptotwitter
[1] marketing
[1] cryptomarketing
[1] rewards

Top Hashtags in Tweet in G7:
[166] web3
[83] affiliate
[83] marketing
[1] crypto
[1] usdt

Top Hashtags in Tweet in G8:
[72] marketing

Top Hashtags in Tweet in G9:
[126] dks
[117] ai
[93] marketing
[8] bigdata
[7] al
[3] crypto
[2] hiring
[2] promoters
[2] staking
[1] tokenburn

Top Hashtags in Tweet in G10:
[85] kiba
[25] kibainu
[19] eth
[13] marketing
[13] btc
[11] bnbchain
[10] next100xgems
[8] cryptocurrency
[7] defi
[4] kibakrew

Top Words
Top Words in Tweet in Entire Graph:
[4101] #marketing
[1026] #business
[879] #socialmedia
[838] #digitalmarketing
[721] marketing
[521] #news
[480] #twitter
[461] best
[461] #bmprt
[431] #newsupdate

Top Words in Tweet in G1:
[1720] #marketing
[345] marketing
[308] #business
[261] #digitalmarketing
[243] #seo
[218] #socialmedia
[147] business
[143] more
[123] #contentmarketing
[109] #entrepreneur

Top Words in Tweet in G2:
[303] dm
[303] #giveaway
[303] anonproms
[303] follow
[303] winner
[303] minutes
[303] 45
[302] cryptosanthoshk
[2] #nft

Top Words in Tweet in G3:
[103] #marketing
[41] #metaverse
[31] enricomolinari
[27] #ai
[23] khulood_almani
[22] #socialmedia
[21] eli_krumova
[20] #digitalmarketing
[19] anthonyrochand
[19] #fintech

Top Words in Tweet in G4:
[186] #manager
[123] web3
[122] we've
[122] slots
[122] open
[122] #hiring
[122] #community
[122] netshadownft
[62] #sales
[62] #web3

Top Words in Tweet in G5:
[121] #blockchain
[118] #ai
[118] powered
[118] mission
[118] welcome
[118] platform
[118] #seeding
[118] #socialmedia
[117] subautoai
[117] boos

Top Words in Tweet in G6:
[96] something
[96] #bounty
[96] useful
[96] week
[96] tuned
[96] special
[96] release
[96] #cryptocurrency
[96] very
[96] coming

Top Words in Tweet in G7:
[166] #web3
[83] world
[83] hey
[83] best
[83] magic
[83] started
[83] #marketing
[83] welcome
[83] #affiliate
[83] booster

Top Words in Tweet in G8:
[72] marcha
[72] letrerito
[72] vido
[72] #marketing
[71] ndurancoronado

Top Words in Tweet in G9:
[126] #dks
[117] #ai
[93] #marketing
[84] darkshieldg
[54] community
[54] responded
[54] asked
[34] coming
[31] big
[30] more

Top Words in Tweet in G10:
[85] #kiba
[64] kibainuworld
[53] buy
[49] miss
[41] moon
[41] token
[41] fly
[41] best
[40] mohandes890
[36] kiba

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[383] #twitter,#marketing
[380] #marketing,#bmprt
[373] #business,#news
[344] #socialmedia,#business
[313] #news,#newsupdate
[304] #giveaway,winner
[304] anonproms,dm
[304] 45,minutes
[304] minutes,follow
[304] follow,anonproms

Top Word Pairs in Tweet in G1:
[91] social,media
[71] #france,#europe
[64] #digitalmarketing,#marketing
[62] #marketing,#digitalmarketing
[61] #europe,#blog
[59] #sales,#marketing
[58] #seo,#marketing
[56] #blog,#blogs
[52] #socialmedia,#seo
[51] #business,#marketing

Top Word Pairs in Tweet in G2:
[303] minutes,follow
[303] 45,minutes
[303] follow,anonproms
[303] winner,45
[303] anonproms,dm
[303] #giveaway,winner
[302] cryptosanthoshk,#giveaway

Top Word Pairs in Tweet in G3:
[15] escroqueries,#web3
[15] comment,éviter
[15] 101blockchains,#metaverse
[15] éviter,101blockchains
[15] #metaverse,#nft
[15] #web3,comment
[14] #nft,#transfon
[14] anthonyrochand,escroqueries
[11] #marketing,#fashiontech
[11] #finserv,#govtech

Top Word Pairs in Tweet in G4:
[122] #hiring,we've
[122] we've,open
[122] open,slots
[122] web3,#hiring
[122] #manager,#community
[120] netshadownft,web3
[62] #manager,#blockchain
[62] #sales,#manager
[62] slots,#sales
[62] #blockchain,#developers

Top Word Pairs in Tweet in G5:
[118] #seeding,mission
[118] welcome,#ai
[118] powered,#blockchain
[118] #ai,powered
[118] #blockchain,platform
[118] #socialmedia,#seeding
[118] platform,#socialmedia
[117] mission,boos
[117] subautoai,welcome
[3] #manager,#community

Top Word Pairs in Tweet in G6:
[96] coming,week
[96] useful,stay
[96] tuned,#bounty
[96] stay,tuned
[96] special,useful
[96] release,something
[96] something,very
[96] week,release
[96] very,special
[96] #bounty,#cryptocurrency

Top Word Pairs in Tweet in G7:
[83] best,#web3
[83] #web3,started
[83] booster,welcome
[83] #affiliate,#marketing
[83] world,#affiliate
[83] #marketing,#web3
[83] welcome,world
[83] started,best
[83] magic,booster
[83] hey,magic

Top Word Pairs in Tweet in G8:
[72] letrerito,#marketing
[72] marcha,letrerito
[72] vido,marcha
[71] ndurancoronado,vido

Top Word Pairs in Tweet in G9:
[89] #dks,#marketing
[83] #marketing,#ai
[54] responded,#dks
[54] community,asked
[54] asked,responded
[53] darkshieldg,community
[29] #ai,big
[29] big,data
[29] data,scetion
[29] updates,coming

Top Word Pairs in Tweet in G10:
[61] #kiba,kibainuworld
[41] fly,moon
[41] buy,fly
[41] token,buy
[41] miss,#kiba
[41] best,token
[41] moon,miss
[40] mohandes890,best
[15] creating,bright
[15] investing,creating

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@anonproms
@cryptosanthoshk
@netshadownft
@subautoai
@cec_app
@darkshieldg
@themagicboost
@ndurancoronado
@kibainuworld
@amazon

Top Mentioned in G1:
@leadshibiscus
@redbrokoly
@jpgpicscom
@travels007
@homework__help1
@salesmagic4u
@_perfectwriters
@smartchoicelist
@productsnotch1
@academicsaplus

Top Mentioned in G2:
@anonproms
@cryptosanthoshk

Top Mentioned in G3:
@khulood_almani
@enricomolinari
@eli_krumova
@anthonyrochand
@antgrasso
@101blockchains
@frronconi
@thinkers360
@wef
@andrewincontact

Top Mentioned in G4:
@netshadownft

Top Mentioned in G5:
@subautoai
@netshadownft

Top Mentioned in G6:
@cec_app

Top Mentioned in G7:
@themagicboost

Top Mentioned in G8:
@ndurancoronado

Top Mentioned in G9:
@darkshieldg
@gateio_startup
@ademyavuz47
@cryptogems555
@newathcrypto
@apexnoobi
@mrtcrypto13
@cryptobullgod23

Top Mentioned in G10:
@kibainuworld
@mohandes890
@drake_fighters
@rafael_t70
@eric38806596
@jakob_fighter

Top Tweeters
Top Tweeters in Entire Graph:
@bmurphypointman
@chidambara09
@marshawright
@blazedrts
@javascriptd
@iartg
@blackbiz2020
@vtubertweeter
@vonrosenchild
@radiomaisha

Top Tweeters in G1:
@jameshickstwi
@jameshicksuk
@mlmleadrush
@workswithjames
@fitbody4ever
@info_lavoro
@getstaywealthy
@jeffbullas
@jvcrum
@vcontenting

Top Tweeters in G2:
@alfawz_biha
@invstasi
@cicak_ddind1nq
@ezzrakiwww_
@chococheesebery
@misshokiwinctyz
@banyakduiddong
@0xinessa
@haysiwin
@dina_shahib

Top Tweeters in G3:
@chidambara09
@evankirstel
@annemariayritys
@rvp
@lorimoreno
@leadingwpassion
@nicochan33
@caring_mobile
@shi4tech
@rldi_lamy

Top Tweeters in G4:
@netshadownft
@yurttavmer89811
@nankaceyli35153
@denktabill17230
@rushkassia33281
@edisgungen84269
@nuriye430510737
@sogutoglnu30639
@kismet113648051
@boggs_cons63529

Top Tweeters in G5:
@gulsen587133668
@gakcibirgu68616
@nursucanbo91384
@taskaynild14153
@dusuncberc87966
@nursen233061326
@olvadickin76121
@tunucsinem15649
@tijendalda28677
@idilyarimk94016

Top Tweeters in G6:
@atombuloglu
@k_temizyurek
@pervink79818597
@kuluvert
@xmanreboot
@cogan_ayhan
@gurosman80
@cryptograpy
@rushberris
@yigtcan01

Top Tweeters in G7:
@bilal37682937
@elf44lk
@iamgovinds07
@naeemdeamer
@cryptoromny
@ahmed_preyo
@akashpa49821246
@idkh87
@angrygirl929
@todoscortes

Top Tweeters in G8:
@guilbert_ga
@josantoniomas
@mariael95097388
@gracemo97873238
@mily_ortiz
@pedrommorales5
@consuelolvare11
@regia_alexandra
@gracielacorona2
@capichi2020

Top Tweeters in G9:
@cryptogems555
@apexnoobi
@mergeyi93956765
@mahan65419500
@syhbeyazask
@erkankargin4
@earlyfinder
@metehan90912240
@selsay58
@hanmongke

Top Tweeters in G10:
@lorenzo_f98
@jakob_fighter
@spider_marvin1
@bobdrug33
@tara038509452
@amandalilip
@mohandes890
@drake_fighters
@enrique_6147
@hoda_yari