#marketing, Twitter, 6/12/2022 3:37:24 PM, 278175


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#marketing_2022-06-12_06-05-22.xlsx
#marketing_2022-06-12_06-05-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 12, 2022
Short Description:
#marketing via NodeXL https://bit.ly/3MIBWx8
@enricomolinari
@robinheed
@ucloudify
@dasfintechbot
@50cent
@justin48345301
@gudcapital
@sourav21maha
@mvollmer1
@trendingwwwandw

Top hashtags:
#marketing
#business
#digitalmarketing
#socialmedia
#ad
#gifts

Description:
Description
The graph represents a network of 4,612 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 June 2022 at 13:19 UTC.

The requested start date was Sunday, 12 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 12-minute period from Thursday, 09 June 2022 at 17:33 UTC to Saturday, 11 June 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 : 4612
Unique Edges : 3578
Edges With Duplicates : 10431
Total Edges : 14009
Number of Edge Types : 5
Tweet : 4198
Retweet : 3343
MentionsInRetweet : 4460
Mentions : 1889
Replies to : 119
Self-Loops : 4475
Reciprocated Vertex Pair Ratio : 0.0299155058232473
Reciprocated Edge Ratio : 0.0580931263858093
Connected Components : 1839
Single-Vertex Connected Components : 1264
Maximum Vertices in a Connected Component : 1522
Maximum Edges in a Connected Component : 9083
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.541389
Graph Density : 0.00021207629178914
Modularity : 0.36212
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,612 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 June 2022 at 13:19 UTC.

The requested start date was Sunday, 12 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 12-minute period from Thursday, 09 June 2022 at 17:33 UTC to Saturday, 11 June 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 : #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:
[200] https://redirect.viglink.com/?u=https://www.amazon.com/exec/obidos/subst/home/home.html&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA&type=CE&opt=false
[194] https://linktr.ee/RBXSamurai
[76] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://drizly.com/&type=CE&opt=false
[57] https://redirect.viglink.com/?u=http://omahasteaks.com&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA
[54] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800baskets.com/&type=CE&opt=false
[52] https://rbxsamurai.com/
[50] https://redirect.viglink.com/?u=https://www.saucey.com/welcome&key=3a9cc422e49328c77980d30cc63f8f39&prodOvrd=WRA&type=CE&opt=false
[43] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800flowers.com/&type=CE&opt=false
[40] https://twinybots.ch/
[30] https://dumbledao.io/

Top URLs in Tweet in G1:
[12] https://twinybots.ch/
[11] http://www.freepublicitygroup.com/don/
[7] https://www.fiverr.com/share/9bY8Ld
[6] http://www.fiverr.com/255848626?utm_campaign=gigs_show_buyers&utm_medium=shared&utm_source=copy_link&utm_term=052gPA
[6] https://wordify.com
[6] https://www.webflow.com?gspk=bWljaGFlbG1vcmFsZXMyNzY5&gsxid=CObxZhXvBuF4&utm_medium=affiliate
[5] http://www.fiverr.com/255946825?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=97KGVK
[5] https://www.kaboomsocialmedia.co.uk/
[5] https://minuteman.com/us/locations/il/champaign/quote
[4] https://constructionlinks.ca/news/4-ways-to-improve-your-marketing-efforts-construction-marketing/

Top URLs in Tweet in G2:
[19] https://www.businesswire.com/news/home/20220609005266/en/
[15] https://venturebeat.com/2022/06/11/strategies-for-the-ecommerce-metaverse-journey/
[14] https://www.msn.com/en-us/news/technology/the-metaverse-could-actually-be-beautiful-thanks-to-steam-pay-attention-meta/ar-AAYlnnf?ocid=BingNewsSearch
[14] https://www.pymnts.com/news/security-and-risk/2022/google-expands-verification-for-financial-services-ads/
[13] https://www.scmp.com/week-asia/opinion/article/3181225/we-live-age-nasty-metaverse-wars-there-no-escape-hell
[13] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[10] https://www.biometricupdate.com/202206/can-facial-recognition-do-right-by-trans-non-binary-subjects-there-is-doubt
[10] https://www.biometricupdate.com/202206/future-fears-and-demands-in-europe-the-people-want-digital-identity-but-with-guardrails
[9] https://www.statista.com/chart/27080/ad-and-r-d-spend-per-car-sales-tesla/
[8] https://www.searchenginejournal.com/seo-experiment-gpt-3/444988/

Top URLs in Tweet in G3:
[200] https://redirect.viglink.com/?u=https://www.amazon.com/exec/obidos/subst/home/home.html&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA&type=CE&opt=false
[76] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://drizly.com/&type=CE&opt=false
[57] https://redirect.viglink.com/?u=http://omahasteaks.com&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA
[54] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800baskets.com/&type=CE&opt=false
[50] https://redirect.viglink.com/?u=https://www.saucey.com/welcome&key=3a9cc422e49328c77980d30cc63f8f39&prodOvrd=WRA&type=CE&opt=false
[43] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800flowers.com/&type=CE&opt=false
[27] https://redirect.viglink.com/?u=http://trycaviar.com&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA
[25] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.crowdcow.com/&type=CE&opt=false
[25] https://redirect.viglink.com/?u=http://doordash.com&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA
[25] https://redirect.viglink.com/?u=https://www.wayfair.com/&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA&type=CE&opt=false

Top URLs in Tweet in G4:
[3] https://socialmarketingsolutions.com/2022/05/16/get-featured-in-entrepreneur-magazine/
[1] https://www.entrepreneur.com/article/427551
[1] https://www.forbes.com/sites/forbestechcouncil/2022/06/08/five-ways-marketers-are-using-ai-to-elevate-their-content-marketing-strategy/
[1] https://twitter.com/avikumart_/status/1534652739749195776
[1] https://www.score.org/event/boom-explode-your-business-getting-clients-bigger-budgets#.YqSt-T_BtQg.twitter
[1] https://www.youtube.com/watch?v=uwZHVaDEehY


Top URLs in Tweet in G5:
[4] https://dan.com/buy-domain/iqonia.com?redirected=true&tld=com
[4] https://thedigitalinsider.com/overhaul-your-seo-with-this-automation-tool/
[4] https://nitropack.io/#XNKJWM
[2] https://sites.google.com/view/we-choose-for-you-the-best/the-best-of-web-hosting-sites-web-hosting-pad-2022blue-host
[2] https://uthemes.org/away/?id=21123
[2] http://dan.metacor.us
[2] https://dan.com/buy-domain/rimbattle.com?redirected=true&tld=com
[2] https://dan.com/buy-domain/rimbattles.com?redirected=true&tld=com
[2] https://uthemes.org/away/?id=2482
[2] https://abomohammedglad.blogspot.com/2022/06/adcreativeai-generate-high-converting.html

Top URLs in Tweet in G6:
[194] https://linktr.ee/RBXSamurai
[52] https://rbxsamurai.com/
[30] https://dumbledao.io/
[17] https://t.me/mxsrbxsamuraip
[13] https://linktr.ee/dumbledao
[12] https://launch.rbx.ae/
[5] https://t.me/OfficialDumbleDAO
[5] https://2bproductive.blogspot.com/2021/08/what-is-best-alternative-for-social.html
[4] https://t.me/MxSamuraiToken
[2] https://www.instagram.com/mxsamurai_

Top URLs in Tweet in G7:
[1] https://www.entrepreneurshipinabox.com/17569/how-get-most-out-crm-marketing-automation-platform/

Top URLs in Tweet in G8:
[4] https://www.webmarketing-com.com/2022/06/10/1701984-5-strategies-marketing-contenu-efficaces-mais-negligees
[3] https://invox.fr/ressources/social-media/marketing-influence-b2b/
[3] https://www.aliantestrategicmarketing.com/paper-li/
[2] https://bloomsocialanalytics.com/fr/social-listening-et-social-media-intelligence/
[2] https://www.journalducm.com/community-management-interne-externe-au-service-du-marketing/
[2] https://pro.sampleo.com/fr/news/article/12623/metavers-et-influence-quelles-strategies-de-marque-anticiper
[2] https://www.agorapulse.com/fr/blog/e-commerce-pourquoi-pinterest-acquiert-the-yes-une-plateforme-alimentee-par-lia/
[2] https://www.webmarketing-com.com/2022/01/24/1695024-conseils-campagne-objets-publicitaires
[2] https://techcrunch.com/2022/06/11/apple-enters-the-bnpl-market-as-regulation-competition-intensify/
[2] https://www.digitalinformationworld.com/2022/06/instagram-adds-greater-flexibility-by.html?m=1

Top URLs in Tweet in G10:
[2] https://www.uschamber.com/co/grow/marketing/marketing-vs-branding?utm_campaign=External%20Evergreen%20Content&utm_content=206697019&utm_medium=social&utm_source=twitter&hss_channel=tw-1899620984
[1] https://www.merca20.com/tiktok-marketing/
[1] https://forbes.es/forbes-panel/164951/marketing-transformation-top-makers-vinculo-proposito-y-big-data-las-claves-del-nuevo-marketing/
[1] https://www.forbes.com/sites/theyec/2020/10/15/three-ways-marketing-automation-can-help-grow-your-business?utm_campaign=External%20Evergreen%20Content&utm_content=210472260&utm_medium=social&utm_source=twitter&hss_channel=tw-863268543302946816
[1] https://www.uschamber.com/co/grow/marketing/maximize-yelp-promote-your-business?utm_campaign=External%20Evergreen%20Content&utm_content=210472264&utm_medium=social&utm_source=twitter&hss_channel=tw-863268543302946816
[1] https://www.uschamber.com/co/grow/marketing/how-to-find-your-target-audience-on-tiktok?utm_content=buffer94bec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://foodinstitute.com/focus/analysis-gummies-tiktok-stole-show-in-chicago/
[1] https://foodinstitute.com/product/aligning-with-millennial-parents/
[1] https://influencermarketinghub.com/influencer-marketing-statistics/
[1] https://www.businessinsider.com/gen-z-digital-consultant-zack-ahmed-interview-2021-8

Top Domains
Top Domains in Tweet in Entire Graph:
[617] viglink.com
[212] linktr.ee
[180] twitter.com
[132] youtube.com
[128] fiverr.com
[104] blogspot.com
[88] co.uk
[83] dan.com
[57] goo.gl
[54] rbxsamurai.com

Top Domains in Tweet in G1:
[91] blogspot.com
[68] co.uk
[65] fiverr.com
[57] goo.gl
[39] youtube.com
[37] twitter.com
[29] linkedin.com
[28] dailytrafficmachine.com
[27] careerarc.com
[16] entrepreneur.com

Top Domains in Tweet in G2:
[93] twitter.com
[65] dan.com
[38] biometricupdate.com
[23] bluejobpool.com
[19] pymnts.com
[19] businesswire.com
[17] venturebeat.com
[14] msn.com
[13] scmp.com
[11] gudcapital.com

Top Domains in Tweet in G3:
[617] viglink.com
[38] youtube.com
[31] fiverr.com
[25] twinybots.ch
[25] mondoplayer.com
[24] creativeirishgifts.com
[21] searchenginejournal.com
[21] squadhelp.com
[19] isrefer.com
[17] trafficwave.net

Top Domains in Tweet in G4:
[3] socialmarketingsolutions.com
[1] entrepreneur.com
[1] forbes.com
[1] twitter.com
[1] score.org
[1] youtube.com

Top Domains in Tweet in G5:
[12] uthemes.org
[10] dan.com
[4] thedigitalinsider.com
[4] nitropack.io
[4] otos.link
[2] growth-hackers.net
[2] google.com
[2] metacor.us
[2] blogspot.com
[2] entrepreneur.com

Top Domains in Tweet in G6:
[208] linktr.ee
[54] rbxsamurai.com
[30] dumbledao.io
[28] t.me
[12] rbx.ae
[5] blogspot.com
[3] twitter.com
[2] instagram.com
[2] youtube.com

Top Domains in Tweet in G7:
[1] entrepreneurshipinabox.com

Top Domains in Tweet in G8:
[40] visualcontenting.com
[7] techcrunch.com
[6] webmarketing-com.com
[4] e-marketing.fr
[3] invox.fr
[3] aliantestrategicmarketing.com
[2] bloomsocialanalytics.com
[2] journalducm.com
[2] sampleo.com
[2] agorapulse.com

Top Domains in Tweet in G10:
[6] forbes.com
[4] uschamber.com
[2] foodinstitute.com
[2] tycoonstory.com
[1] merca20.com
[1] forbes.es
[1] influencermarketinghub.com
[1] businessinsider.com
[1] theinfluencermarketingfactory.com
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6359] marketing
[1483] business
[1352] digitalmarketing
[1045] socialmedia
[1006] ad
[923] gifts
[910] affiliatemarketing
[779] iot
[775] affiliate
[770] shopping



Top Hashtags in Tweet in G1:
[1986] marketing
[290] business
[243] digitalmarketing
[232] seo
[195] socialmedia
[169] branding
[107] advertising
[106] sales
[97] socialmediamarketing
[91] marketingstrategy

Top Hashtags in Tweet in G2:
[743] python
[741] iot
[650] pytorch
[629] javascript
[605] iiot
[565] reactjs
[542] wordpress
[487] ai
[486] security
[438] defi

Top Hashtags in Tweet in G3:
[1494] marketing
[864] gifts
[783] digitalmarketing
[774] affiliatemarketing
[743] business
[725] shopping
[694] affiliate
[687] deal
[617] socialmedia
[602] discount

Top Hashtags in Tweet in G4:
[206] marketing
[23] management
[20] business
[18] digitalmarketing
[12] opensource
[10] visión
[10] art
[9] research
[8] strategy
[8] knowledgethatinspires

Top Hashtags in Tweet in G5:
[59] marketing
[22] business
[18] socialmedia
[13] seo
[12] digitalmarketing
[10] domains
[9] sales
[9] corporate
[7] webdesign
[6] branding

Top Hashtags in Tweet in G6:
[419] rbxs
[257] marketing
[218] rbxsamurai
[88] dumbledao
[79] rbx
[76] crypto
[56] nft
[42] lunarcrush
[38] bsc
[37] dumble

Top Hashtags in Tweet in G7:
[26] author
[23] marketing
[8] promo
[8] advertising
[8] wordpress
[8] fashion
[8] music
[8] news
[8] media
[8] affiliatemarketing

Top Hashtags in Tweet in G8:
[89] marketing
[57] socialmedia
[46] seo
[44] contentmarketing
[41] visualcontenting
[9] startup
[8] business
[8] tech
[5] sociallistening
[5] digitalmarketing

Top Hashtags in Tweet in G9:
[70] marketing
[69] sogood

Top Hashtags in Tweet in G10:
[25] marketing
[6] socialmedia
[5] influencermarketing
[5] business
[4] influencers
[4] digitalmarketing
[3] tiktok
[3] strategy
[3] branding
[3] socialmediamarketing

Top Words
Top Words in Tweet in Entire Graph:
[6360] #marketing
[1484] #business
[1352] #digitalmarketing
[1214] marketing
[1046] #socialmedia
[1009] #ad
[923] #gifts
[910] #affiliatemarketing
[818] #iot
[808] #python

Top Words in Tweet in G1:
[1986] #marketing
[445] marketing
[290] #business
[243] #digitalmarketing
[232] #seo
[194] #socialmedia
[176] more
[174] business
[169] #branding
[107] #advertising

Top Words in Tweet in G2:
[783] #python
[780] #iot
[689] #pytorch
[661] #javascript
[644] #iiot
[572] #reactjs
[546] #wordpress
[515] #ai
[486] #security
[438] #defi

Top Words in Tweet in G3:
[1495] #marketing
[864] #gifts
[783] #digitalmarketing
[774] #affiliatemarketing
[743] #business
[725] #shopping
[694] #affiliate
[687] #deal
[619] #socialmedia
[602] #discount

Top Words in Tweet in G4:
[206] #marketing
[56] marketing
[27] business
[23] justin48345301
[23] #management
[22] musamusemx1
[21] content
[20] #business
[20] assignments
[19] good

Top Words in Tweet in G5:
[59] #marketing
[22] #business
[18] #socialmedia
[15] marketing
[13] #seo
[12] #digitalmarketing
[10] antgrasso
[10] domain
[10] #domains
[9] lindagrass0

Top Words in Tweet in G6:
[419] #rbxs
[257] #marketing
[218] #rbxsamurai
[198] co
[88] #dumbledao
[79] #rbx
[79] marketing
[78] services
[76] #crypto
[72] link

Top Words in Tweet in G7:
[27] promostking
[26] #author
[23] thank
[23] #marketing
[17] trendingwwwandw
[10] hasscho
[8] come
[8] share
[8] dream
[8] #promo

Top Words in Tweet in G8:
[89] #marketing
[57] #socialmedia
[46] #seo
[44] #contentmarketing
[41] #visualcontenting
[10] anthonyrochand
[9] quelles
[9] business
[9] #startup
[8] par

Top Words in Tweet in G9:
[70] #marketing
[69] #sogood
[69] sevian_frang
[68] day

Top Words in Tweet in G10:
[25] #marketing
[10] forbes
[6] marketing
[6] business
[6] #socialmedia
[5] #influencermarketing
[5] key
[5] tips
[5] #business
[4] #influencers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[644] #affiliate,#affiliatemarketing
[642] #blogger,#business
[642] #discount,#gifts
[635] #iot,#iiot
[600] #gifts,#marketing
[569] #javascript,#reactjs
[548] #deals,#discount
[539] #reactjs,#wordpress
[529] #affiliatemarketing,#deal
[517] #marketing,#shopping

Top Word Pairs in Tweet in G1:
[84] social,media
[74] #france,#europe
[70] #seo,#marketing
[63] #europe,#blog
[59] #sales,#marketing
[59] #marketing,#digitalmarketing
[57] #marketing,#business
[56] #blog,#blogs
[54] #marketing,#marketingstrategy
[54] #digitalmarketing,#marketing

Top Word Pairs in Tweet in G2:
[632] #iot,#iiot
[565] #javascript,#reactjs
[535] #reactjs,#wordpress
[480] #wordpress,#security
[430] #python,#iot
[430] #security,#defi
[401] #iiot,#pytorch
[287] #pytorch,#javascript
[284] #python,#ai
[257] #ai,#iot

Top Word Pairs in Tweet in G3:
[585] #affiliate,#affiliatemarketing
[585] #blogger,#business
[585] #discount,#gifts
[547] #gifts,#marketing
[502] #deals,#discount
[491] #marketing,#shopping
[488] #affiliatemarketing,#deal
[426] #shopping,#socialmedia
[416] #travel,#twitter
[414] #socialmedia,#travel

Top Word Pairs in Tweet in G4:
[15] #marketing,#management
[12] #marketing,#digitalmarketing
[12] buena,actitud
[11] dm,whatsapp
[11] whatsapp,272
[11] 272,666
[11] 666,1030
[11] 1030,aceacademicwriting
[11] aceacademicwriting,gmail
[10] feeling,stuck

Top Word Pairs in Tweet in G5:
[9] #socialmedia,#marketing
[7] #marketing,#socialmedia
[6] #business,#marketing
[5] #corporate,#creative
[4] lindagrass0,#marketing
[4] automation,brings
[4] brings,undoubted
[4] undoubted,benefits
[4] benefits,organization
[4] organization,processes

Top Word Pairs in Tweet in G6:
[65] #rbxs,#rbxsamurai
[59] learn,more
[56] #rbxsamurai,#marketing
[51] link,co
[50] #rbxs,link
[49] accelerate,online
[49] online,presence
[49] presence,services
[47] #marketing,agency
[47] agency,accelerate

Top Word Pairs in Tweet in G7:
[19] promostking,#marketing
[16] trendingwwwandw,thank
[8] come,share
[8] share,dream
[8] dream,#promo
[8] #promo,#advertising
[8] #advertising,#wordpress
[8] #wordpress,#fashion
[8] #fashion,#music
[8] #music,#news

Top Word Pairs in Tweet in G8:
[43] #socialmedia,#seo
[41] #visualcontenting,#contentmarketing
[41] #contentmarketing,#socialmedia
[7] #business,#startup
[7] #startup,#tech
[6] #tech,#marketing
[5] stratégies,#marketing
[5] #socialmedia,#marketing
[5] social,media
[4] #marketing,contenu

Top Word Pairs in Tweet in G9:
[68] day,#sogood
[68] #sogood,#marketing
[67] sevian_frang,day

Top Word Pairs in Tweet in G10:
[3] growwithco,#marketing
[3] #marketing,#strategy
[2] #marketingdeinfluencia,#influencermarketing
[2] #influencermarketing,#vrmmi
[2] clear,difference
[2] difference,between
[2] between,marketing
[2] marketing,branding
[2] branding,overlap
[2] overlap,between

Top Replied-To
Top Replied-To in Entire Graph:
@wotsthebigidea
@mamasmatter2
@salesforce
@susanosamurai2
@shadytimes
@kingblitzmusic
@menstraulm
@kiiara
@screamingfrog
@yoast

Top Replied-To in G1:

Top Replied-To in G2:
@mamasmatter2
@shadytimes
@menstraulm
@kingblitzmusic
@kiiara
@itsoknottobegay
@angiexposed
@emshady999
@vassy
@nolifeshaq

Top Replied-To in G3:
@yoast
@screamingfrog
@sejournal

Top Replied-To in G4:
@romanray
@sabakarimm
@wellsfargo
@hmchispanic

Top Replied-To in G6:
@susanosamurai2
@subasasamuraei

Top Replied-To in G8:
@anthonyrochand
@ahniati

Top Replied-To in G9:
@sevian_frang

Top Mentioned
Top Mentioned in Entire Graph:
@itsoknottobegay
@kiiara
@bmurphypointman
@enricomolinari
@enter_entendre
@eminem
@sevian_frang
@dorsa___noble
@stratorob
@keyboard_sniper

Top Mentioned in G1:
@leadshibiscus
@redbrokoly
@projectarmy
@marketingcarrie
@knowledgence
@drjdrooghaag
@andreametcalf
@themelis_cuiper
@seangreentree
@cxintersect

Top Mentioned in G2:
@itsoknottobegay
@kiiara
@enricomolinari
@enter_entendre
@eminem
@stratorob
@keyboard_sniper
@myth_0_logic
@penmanshipp
@domainfq

Top Mentioned in G3:
@bmurphypointman
@sejournal
@agency_ready
@marcflood
@sandragiffin
@marketingking4
@sengineland
@mediavidi
@trafficwave
@justin48345301

Top Mentioned in G4:
@justin48345301
@musamusemx1
@nikitakoselev
@unclesams_rp
@saamu_eleja
@claritas2_0
@acewriter__
@amberbentleypr
@twitter
@hcrmcorp

Top Mentioned in G5:
@antgrasso
@lindagrass0
@ronald_vanloon
@scottsdirectory
@gaindomain
@alexverdea
@aboglad2023
@uthemesdesign
@domainsmmbb
@afternic

Top Mentioned in G6:
@dorsa___noble
@nakago_samurai
@frankrbxs
@rbxsamurai
@lusia_samurai
@hero_samurai1
@lizz_samurai
@tesu_samurai
@akika3878
@rinzai_samurai

Top Mentioned in G7:
@promostking
@trendingwwwandw
@hasscho
@peac4love
@markthespaman
@coluccilc
@davejefferynf
@robertmalishev8
@kesha20450795
@take2x2kun

Top Mentioned in G8:
@anthonyrochand
@emarketing_fr
@webmarketingcom
@invoxfr
@aureliecoudouel
@analyticsbloom
@lejournalducm
@sampleo
@harvardbiz
@talkwalkerfr

Top Mentioned in G9:
@sevian_frang

Top Mentioned in G10:
@forbes
@businessinsider
@google
@growwithco
@tiktok_us
@foodinstitute
@candyusa
@sweetsandsnacks
@haribouki_
@ferrarausa

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@chidambara09
@bmurphypointman
@xaelbot
@codedailybot
@cybersecurityn8
@blazedrts
@evankirstel
@aaroncuddeback

Top Tweeters in G1:
@laydenrobinson
@jameshicksuk
@jameshicksmlm
@workswithjames
@lean4lifetime
@soulecting
@info_lavoro
@richer4ever
@getstaywealthy
@ladyboarder9669

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@fabriciosx
@lorimoreno
@education_24x7
@fintechna
@ssxman2

Top Tweeters in G3:
@bmurphypointman
@jameshickstwi
@bizitalk
@thewealthzone
@fitbody4ever
@fitrich4life
@rockchristopher
@buffer
@caring_mobile
@marketingking4

Top Tweeters in G4:
@opensource_orgs
@reartistron
@ucloudify
@intrinsicworld
@juanblanco76
@soundbitesiren
@udemyforfree100
@claudiajordan
@archimage
@ucloudifyai

Top Tweeters in G5:
@evankirstel
@cnbc
@tweetinggoddess
@shellykramer
@fabriziobustama
@pierre018
@tamaramccleary
@ronald_vanloon
@jenstirrup
@frontendlovebot

Top Tweeters in G6:
@covercouch
@sohylasamurai2
@subasasamuraei
@dorsa___noble
@susanosamurai2
@hero_samurai1
@hossein_samurai
@shido_samuraii
@akiko_samuraii
@mopalmo19

Top Tweeters in G7:
@hasscho
@bernelarry
@peac4love
@hollowmanseries
@sukeji_handa
@kaluapiscis
@lindsayromantic
@ailsaforshaw
@xzpwedvhhh37i3c
@minnasiawase711

Top Tweeters in G8:
@laveilletechno
@vcontenting
@aureliecoudouel
@primeresearchs
@jmflb
@cbultel_ecole
@anthonyrochand
@ritikag69283079
@webmarketingcom
@sandroandrine

Top Tweeters in G9:
@nunezgloria913
@graveyzrd
@shortyykat_x3
@thedarkerone2
@brazygabz
@manictaehyungie
@manicforhalsey
@dearyounggod
@cynthiaruth95
@umathurmanurass

Top Tweeters in G10:
@businessinsider
@forbes
@fortunemagazine
@merca20
@google
@xfinity
@mycowork_space
@angelaheika
@tiktok_us
@birdandblendtea