#marketing, Twitter, 5/25/2021 7:18:36 PM, 255532


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#marketing_2021-05-24_05-56-49.xlsx
#marketing_2021-05-24_05-56-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2021
Short Description:
#marketing via NodeXL https://bit.ly/3yB4tyF
@albertoemachado
@enricomolinari
@jfsebastian146
@marketingyotta
@robinheed
@sabirs
@stratorob
@desmarketinges
@sejournal
@ucloudify

Top hashtags:
#marketing
#digitalmarketing
#business
#socialmedia
#seo
#sales
#branding

Description:
Description
The graph represents a network of 5,693 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 Monday, 24 May 2021 at 13:20 UTC.

The requested start date was Sunday, 23 May 2021 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 9-day, 2-hour, 32-minute period from Thursday, 13 May 2021 at 17:20 UTC to Saturday, 22 May 2021 at 19:52 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 : 5693
Unique Edges : 4193
Edges With Duplicates : 9187
Total Edges : 13380
Number of Edge Types : 5
MentionsInRetweet : 3853
Replies to : 106
Mentions : 2123
Retweet : 3146
Tweet : 4152
Self-Loops : 4397
Reciprocated Vertex Pair Ratio : 0.0341968911917098
Reciprocated Edge Ratio : 0.0661322645290581
Connected Components : 2192
Single-Vertex Connected Components : 1529
Maximum Vertices in a Connected Component : 2123
Maximum Edges in a Connected Component : 7940
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.886782
Graph Density : 0.00015399069192616
Modularity : 0.418531
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,693 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 Monday, 24 May 2021 at 13:20 UTC.

The requested start date was Sunday, 23 May 2021 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 9-day, 2-hour, 32-minute period from Thursday, 13 May 2021 at 17:20 UTC to Saturday, 22 May 2021 at 19:52 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:
[129] https://twinybots.ch/
[44] http://www.smileycrewproductions.com/sgtva
[26] https://guptaritika361.blogspot.com/2021/05/you-dont-build-business-you-build.html?spref=tw
[26] https://dan.com/buy-domain/sellegg.com?redirected=true&tld=com
[19] https://data-flair.training/blogs/artificial-intelligence-advantages-disadvantages/?utm_sq=gpc1k3i7td
[19] https://brettmurphy.net/
[17] https://www.instagram.com/accounts/login/
[16] https://unitedmusicmafia.com/
[15] https://www.digitalscouting.de/top-influencer/may-2021s-top-50-digital-influencers/
[14] https://bedfordstmarketing.com/solutions?utm_source=hootsuite&utm_medium=twitter&utm_term=forumbedford&utm_content=bb552ccd-8332-4feb-9ee3-5fed647f002d&utm_campaign=Inspire

Top URLs in Tweet in G1:
[16] https://www.instagram.com/accounts/login/
[13] http://www.freepublicitygroup.com/don/
[7] https://twinybots.ch/
[7] http://liveonurterms.com/
[6] https://rfpalooza.com/latest-advertising-marketing-rfps-2/rfp-single/RFP609bc303db92a/
[6] https://enquiryall.com/en
[6] https://1000partenaires-marketing.now.site/
[6] https://www.amazon.co.uk/dp/0995687331
[5] https://superiorwriters7.org/
[5] https://www.jenniferhgoodwin.com/hiring.html

Top URLs in Tweet in G2:
[19] https://data-flair.training/blogs/artificial-intelligence-advantages-disadvantages/?utm_sq=gpc1k3i7td
[15] https://www.digitalscouting.de/top-influencer/may-2021s-top-50-digital-influencers/
[11] https://www.weforum.org/agenda/2021/04/exercise-boosts-immunity-vaccines-effective-study-glasgow-covid-coronavirus?utm_source=twitter&utm_medium=social_scheduler&utm_term=Global+Health&utm_content=30/04/2021+08:00
[11] https://twinybots.ch/
[8] https://www.weforum.org/agenda/2020/10/cash-payments-homeless-canada/
[8] https://www.weforum.org/agenda/2021/04/could-covid-19-methods-be-applied-to-the-distribution-of-a-new-malaria-vaccine?utm_source=twitter&utm_medium=social_scheduler&utm_term=Vaccination&utm_content=30/04/2021+00:00
[8] https://www.altfi.com/article/7893_klarna-turns-to-murals-and-qr-codes-to-set-the-record-straight-
[7] https://thefintechtimes.com/an-overview-of-nigeria-and-the-potential-for-fintech/
[6] https://www.weforum.org/agenda/2021/04/8-quotes-agenda-dialogues-tackling-the-climate-crisis?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=30/04/2021+11:30
[6] https://www.rocketsource.co/blog/machine-learning-models/

Top URLs in Tweet in G3:
[26] https://dan.com/buy-domain/sellegg.com?redirected=true&tld=com
[22] https://guptaritika361.blogspot.com/2021/05/you-dont-build-business-you-build.html?spref=tw
[19] https://brettmurphy.net/
[18] https://twinybots.ch/
[12] https://dan.com/buy-domain/faysalquraishi.com?redirected=true&tld=com
[11] https://dan.com/buy-domain/audrey.in?redirected=true&tld=in
[10] https://dan.com/buy-domain/prometheantv.com?redirected=true&tld=com
[9] https://dan.com/buy-domain/consultacy.com?redirected=true&tld=com
[8] https://dan.com/buy-domain/carolyn.in?redirected=true&tld=in
[7] https://martech.org/how-storage-asset-management-succeeds-by-marketing-its-third-party-storage-owners

Top URLs in Tweet in G4:
[7] https://www.socialmediatoday.com/news/6-key-elements-of-competitor-analysis-that-will-help-your-business-win-out/600095/
[6] https://2blondesmedia.com/
[5] https://www.presse-citron.net/et-si-les-deepfakes-devenaient-de-precieux-outils-marketing/
[4] https://wwwhatsnew.com/2021/05/22/detectando-extraterrestres-con-inteligencia-artificial/
[4] https://www.blogdumoderateur.com/14-bonnes-pratiques-concevoir-landing-page-efficace/
[4] https://mailchi.mp/28cf7bed7f55/2bmmjamtest3
[4] https://mtr.cool:443/sznbteynwu
[4] https://www.semrush.com/blog/most-searched-on-youtube/
[4] https://yyccalgarybusiness.ca/business/opinion-golden-opportunity-for-businesses-in-the-digital-age/#.YKkNOpNKg6i
[3] https://www.youtube.com/watch?v=-De53y0fYD0&feature=youtu.be


Top URLs in Tweet in G5:
[91] https://twinybots.ch/
[6] https://www.pallav.io/7-unique-ways-to-create-urgency-in-marketing-9-applications/
[5] https://bedfordstmarketing.com/solutions?utm_source=hootsuite&utm_medium=twitter&utm_term=forumbedford&utm_content=bb552ccd-8332-4feb-9ee3-5fed647f002d&utm_campaign=Inspire
[5] https://www.pallav.io/steal-competitor-customers-use-product-comparison-pages/
[5] https://link.chtbl.com/a5Mtjyw5?utm_content=buffer8c2f5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://pandora.com/podcast/the-behavioral-economics-in-marketings-podcast/PC:54827?part=PC:54827&corr=podcast_organic_external_site&TID=Brand:POC:PC54827:podcast_organic_external_site
[5] https://www.mediapost.com/publications/article/363296/imported-can-spam-how-gdpr-affects-email-marketin.html
[4] https://idowhatifeel.com/email-marketing-courses-free/
[4] https://nealschaffer.com/author/vinay-koshy/
[4] https://www.marketingaiinstitute.com/blog/what-are-the-top-marketing-ai-use-cases?utm_content=165255252&utm_medium=social&utm_source=twitter&hss_channel=tw-769616948522946560

Top URLs in Tweet in G6:
[14] https://www.blackettmusic.com/
[5] https://www.fiverr.com/rana_97/setup-optimize-and-manage-your-google-shopping-ads-campaign
[4] https://calendly.com/pipeline-edops/briefing
[4] https://www.fiverr.com/rana_97?up_rollout=true
[3] https://www.thatsjournal.com/digital-marketing/5-ways-to-promote-educational-website-with-digital-marketing
[3] https://twitter.com/vitalikbuterin/status/1386024429629558784
[2] https://www.youtube.com/channel/UC6YM2FgiFycUcnk5wuAj9jQ
[2] http://www.pipelinepub.com/
[2] https://medium.com/digital-marketing-lab/what-is-content-marketing-1a910111d6c1
[2] https://bloggingguide.substack.com/p/5-types-of-content-writers-must-include%0A#substack

Top URLs in Tweet in G7:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DEztL4S3BBQU&q=EgS4SO-bGLzOroUGIhBcpi5IPyml6MH-uK-horTeMgFy
[1] https://growthbysabir.com/home/growth-hacking-pr-with-bianca-bucaram-100000-expert-insights
[1] https://www.linkedin.com/events/what-sinaname-withalexandrawatk6799042038399676416/

Top URLs in Tweet in G8:
[3] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fkeensdesign
[2] http://news.stylestrandmedia.com/?edition_id=a5ec1840-9f9c-11eb-878f-fa163eed9ef2
[1] https://www.careerarc.com/job-listing/deloitte-jobs-flexible-consumption-subscription-billing-implementation-specialist-leader-39533277?campaign_id=11220&src=102&tx=Nyv2ZMhUs3Nxxw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/thermo-fisher-scientific-jobs-sr-product-manager-life-sciences-software-39537741?campaign_id=11220&src=102&tx=M87Boe0hYDKYQg&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/thermo-fisher-scientific-jobs-market-intelligence-manager-pharma-services-39507512?campaign_id=11914&src=102&tx=k0PIZxC5875qAw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/deloitte-jobs-marketing-manager-cyber-strategic-growth-offering-government-public-services-39631346?campaign_id=11914&src=102&tx=FJjxAdrXx4x3Ww&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/thermo-fisher-scientific-jobs-sequencing-software-product-manager-39629756?campaign_id=11914&src=102&tx=CZQm6IXDx4gOPQ&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/tjx-companies-inc-jobs-product-development-designer-contract-39541620?campaign_id=6777&src=102&tx=DFsvYtH3Tf2cEg&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/deloitte-jobs-consulting-engineer-omni-channel-contact-center-39317939?campaign_id=6777&src=102&tx=c6SV6KdSn6LQzg&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/thermo-fisher-scientific-jobs-sr-product-manager-life-sciences-software-39537744?campaign_id=11689&src=102&tx=1WmNgls0183i6Q&utm_campaign=TW102&utm_medium=TW&utm_source=JC

Top URLs in Tweet in G9:
[4] https://basscabinet.com
[4] https://www.socialmediatoday.com/news/6-steps-to-a-successful-brand-audit-thatll-help-improve-your-marketing-in/598585/
[4] https://nealschaffer.com/facebook-ads-tools/
[3] https://www.searchenginejournal.com/google-analytics-will-track-data-without-cookies/407030/
[3] https://www.clickz.com/funnel-vision-the-dangerous-trap-of-lead-stages/265577/
[3] https://nealschaffer.com/instagram-tools/
[2] https://dan.com/buy-domain/consultacy.com?redirected=true&tld=com
[2] https://www.bbntimes.com/companies/18-tips-to-launch-a-killer-influencer-marketing-campaign
[2] https://komarketing.com/industry-news/more-than-70-of-marketers-to-boost-social-media-marketing-budgets-4378/
[1] https://nextmortgagenews.com/news/inlanta-mortgage-promotes-traci-huntemann-piatt/?utm_source=twitter&utm_medium=social&utm_campaign=traci_huntemann_piatt_nextsteps_5_13_21

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=nRxoIB5Kq9k&feature=youtu.be

[1] https://youtu.be/nRxoIB5Kq9k

Top Domains
Top Domains in Tweet in Entire Graph:
[253] dan.com
[129] twinybots.ch
[122] entrepreneur.com
[118] linkedin.com
[117] fiverr.com
[117] co.uk
[98] youtube.com
[92] twitter.com
[79] forbes.com
[62] medium.com

Top Domains in Tweet in G1:
[56] co.uk
[41] twitter.com
[39] linkedin.com
[30] youtube.com
[30] mtr.cool
[28] com.br
[25] google.com
[24] fiverr.com
[20] careerarc.com
[20] goo.gl

Top Domains in Tweet in G2:
[42] weforum.org
[34] nodexlgraphgallery.org
[32] dan.com
[22] digitalscouting.de
[19] data-flair.training
[12] faveeo.com
[11] twinybots.ch
[10] k12prospects.com
[9] co.uk
[9] forbes.com

Top Domains in Tweet in G3:
[208] dan.com
[45] fiverr.com
[27] blogspot.com
[24] entrepreneur.com
[24] brettmurphy.net
[22] medium.com
[18] twinybots.ch
[17] towardsdatascience.com
[13] google.com
[12] linkedin.com

Top Domains in Tweet in G4:
[36] dlvr.it
[28] adsoftheworld.com
[16] xataka.com
[15] wwwhatsnew.com
[11] blogdumoderateur.com
[9] forbes.com
[9] searchenginejournal.com
[9] hipertextual.com
[8] mtr.cool
[7] socialmediatoday.com

Top Domains in Tweet in G5:
[91] twinybots.ch
[25] pallav.io
[17] gudcapital.com
[13] askdangalante.com
[13] marketingaiinstitute.com
[11] dangalante.me
[11] linkedin.com
[11] chtbl.com
[11] fiverr.com
[9] nealschaffer.com

Top Domains in Tweet in G6:
[24] fiverr.com
[19] medium.com
[14] blackettmusic.com
[9] mondoplayer.com
[8] techcrunch.com
[7] e-physician.info
[7] agilitypr.com
[5] twitter.com
[4] calendly.com
[4] thatsjournal.com

Top Domains in Tweet in G7:
[1] google.com
[1] growthbysabir.com
[1] linkedin.com

Top Domains in Tweet in G8:
[18] careerarc.com
[3] facebook.com
[3] stylestrandmedia.com
[1] ascendantgroupbranding.com
[1] ow.ly
[1] co.uk
[1] linkedin.com
[1] dan.com

Top Domains in Tweet in G9:
[12] nealschaffer.com
[6] socialmediatoday.com
[4] basscabinet.com
[4] linkedin.com
[3] nextmortgagenews.com
[3] chtbl.com
[3] searchenginejournal.com
[3] contentworks.agency
[3] clickz.com
[2] dan.com

Top Domains in Tweet in G10:
[1] youtube.com
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6356] marketing
[971] digitalmarketing
[963] business
[783] socialmedia
[632] seo
[391] sales
[385] branding
[372] startup
[365] contentmarketing
[344] entrepreneur



Top Hashtags in Tweet in G1:
[2182] marketing
[340] business
[259] socialmedia
[229] digitalmarketing
[188] seo
[154] branding
[129] essay
[120] advertising
[118] paper
[116] socialmediamarketing

Top Hashtags in Tweet in G2:
[264] marketing
[150] ai
[64] fintech
[47] digitalmarketing
[44] business
[43] iot
[42] proptech
[38] ehealth
[38] digital
[33] bigdata

Top Hashtags in Tweet in G3:
[615] marketing
[233] business
[219] digitalmarketing
[178] javascript
[177] python
[164] 100daysofcode
[145] apple
[143] socialmedia
[137] startup
[131] domain

Top Hashtags in Tweet in G4:
[388] marketing
[145] zirigozagroup
[103] e
[103] enkil
[96] seo
[90] socialmedia
[52] digitalmarketing
[51] contentmarketing
[50] socialmediamarketing
[40] growthhacking

Top Hashtags in Tweet in G5:
[510] marketing
[172] digitalmarketing
[115] seo
[70] contentmarketing
[68] digital
[62] sales
[53] socialmedia
[53] business
[46] seogroupbuy
[41] content

Top Hashtags in Tweet in G6:
[217] marketing
[45] digitalmarketing
[44] socialmedia
[39] business
[32] socialmediamarketing
[28] artists
[25] smallbusiness
[22] instagram
[21] madeonfiverr
[21] raselislam_

Top Hashtags in Tweet in G7:
[46] thisweekwithsabir
[3] marketing
[3] branding
[2] digitalmarketing
[2] entrepreneurship
[2] startups
[2] socialmedia
[1] authorinterview
[1] bestadvice
[1] innovation

Top Hashtags in Tweet in G8:
[196] marketing
[13] newyork
[10] boston
[8] newark
[7] seattle
[6] socialmedia
[5] ceo
[5] business
[5] quote
[4] seo

Top Hashtags in Tweet in G9:
[69] marketing
[16] hr
[9] socialmedia
[8] sales
[7] business
[6] networking
[6] management
[6] digitalmarketing
[6] podcast
[5] careers

Top Hashtags in Tweet in G10:
[3] marketing
[2] ama
[2] blockchain
[1] crypto
[1] cryptocurrency
[1] cryptocurrencynews
[1] technology
[1] education
[1] harmonyone

Top Words
Top Words in Tweet in Entire Graph:
[6363] #marketing
[1372] marketing
[972] #digitalmarketing
[963] #business
[781] #socialmedia
[632] #seo
[626] business
[588] more
[408] help
[391] #sales

Top Words in Tweet in G1:
[2182] #marketing
[430] marketing
[340] #business
[257] #socialmedia
[229] #digitalmarketing
[212] business
[208] more
[188] #seo
[163] help
[154] #branding

Top Words in Tweet in G2:
[264] #marketing
[224] enricomolinari
[150] #ai
[78] top
[66] gigadgets_
[64] #fintech
[50] influencers
[49] wef
[47] #digitalmarketing
[44] #business

Top Words in Tweet in G3:
[618] #marketing
[233] #business
[219] #digitalmarketing
[210] domain
[209] sale
[178] #javascript
[177] #python
[164] #100daysofcode
[158] domainfq
[145] #apple

Top Words in Tweet in G4:
[390] #marketing
[145] #zirigozagroup
[105] commerce
[103] #e
[103] #enkil
[101] #8020
[96] #seo
[90] #socialmedia
[53] #digitalmarketing
[51] #contentmarketing

Top Words in Tweet in G5:
[510] #marketing
[172] #digitalmarketing
[121] marketing
[121] month
[115] #seo
[91] buy
[70] #contentmarketing
[70] group
[68] #digital
[67] offer

Top Words in Tweet in G6:
[217] #marketing
[115] marketing
[45] #digitalmarketing
[44] #socialmedia
[42] digital
[39] #business
[32] #socialmediamarketing
[30] facebook
[28] #artists
[25] #smallbusiness

Top Words in Tweet in G7:
[131] sabirs
[124] name
[124] alexandra
[124] watkins
[124] expert
[98] growth
[89] insights
[88] sabir
[88] hosting
[88] eatmywordsnames

Top Words in Tweet in G8:
[196] #marketing
[117] job
[78] link
[78] bio
[58] manager
[57] click
[57] apply
[47] marketing
[42] see
[39] thermo

Top Words in Tweet in G9:
[69] #marketing
[39] marketing
[16] #hr
[12] more
[11] tools
[11] social
[11] nealschaffer
[10] media
[9] brand
[9] #socialmedia

Top Words in Tweet in G10:
[70] ama
[64] youtube
[63] harmony
[63] channel
[63] head
[63] over
[62] harmonyprotocol
[57] missed
[57] yesterday's
[57] garage

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[311] social,media
[237] #digitalmarketing,#marketing
[210] #marketing,#digitalmarketing
[187] domainfq,domain
[175] #javascript,#python
[173] #100daysofcode,#javascript
[161] #essay,due
[161] #python,#apple
[160] domain,name
[157] digital,marketing

Top Word Pairs in Tweet in G1:
[103] social,media
[85] #essay,due
[66] #business,#marketing
[66] #paper,pay
[63] #digitalmarketing,#marketing
[62] #do,homework
[56] #marketing,#business
[55] #socialmedia,#marketing
[52] #marketing,#digitalmarketing
[52] #paper,write

Top Word Pairs in Tweet in G2:
[41] gigadgets_,enricomolinari
[36] wef,enricomolinari
[31] domainfq,domain
[27] #100daysofcode,#javascript
[26] #javascript,#python
[25] top,influencers
[24] #python,#apple
[24] domain,name
[24] name,sale
[23] digital,influencers

Top Word Pairs in Tweet in G3:
[154] domainfq,domain
[149] #javascript,#python
[146] #100daysofcode,#javascript
[137] #python,#apple
[120] domain,name
[120] name,sale
[88] #domain,#marketing
[87] #marketing,#100daysofcode
[78] #name,#domain
[77] #apple,#vr

Top Word Pairs in Tweet in G4:
[103] #zirigozagroup,#e
[103] #e,commerce
[103] commerce,#marketing
[103] #marketing,#enkil
[101] #enkil,#8020
[66] #marketing,#seo
[41] #zirigozagroup,#marketing
[34] #marketing,#contentmarketing
[33] #socialmedia,#socialmediamarketing
[32] #digitalmarketing,#marketing

Top Word Pairs in Tweet in G5:
[70] group,buy
[62] euro,month
[62] note,offer
[62] offer,available
[62] available,50
[62] 50,year
[58] #seo,#marketing
[56] one,month
[56] month,#seo
[52] #digital,#marketing

Top Word Pairs in Tweet in G6:
[37] digital,marketing
[21] #instagram,#socialmedia
[21] check,#madeonfiverr
[21] #madeonfiverr,#raselislam_
[21] #raselislam_,#instagram
[19] #marketing,#branding
[15] #smallbusiness,#business
[14] #socialmedia,#digitalmarketing
[14] #digitalmarketing,#facebook
[14] #facebook,#marketing

Top Word Pairs in Tweet in G7:
[124] alexandra,watkins
[89] expert,insights
[88] growth,sabir
[88] sabir,hosting
[88] hosting,name
[88] name,alexandra
[88] watkins,eatmywordsnames
[88] eatmywordsnames,100
[88] 100,000
[88] 000,expert

Top Word Pairs in Tweet in G8:
[78] link,bio
[52] click,link
[45] #marketing,job
[39] thermo,fisher
[38] fisher,scientific
[28] bio,apply
[25] gt,ai
[23] see,latest
[18] latest,#marketing
[17] bio,see

Top Word Pairs in Tweet in G9:
[10] social,media
[8] media,marketing
[7] behavioral,economics
[6] economics,marketing
[6] #marketing,#hr
[5] #marketing,#networking
[5] availability,heuristic
[5] heuristic,developing
[5] developing,elevator
[5] elevator,pitch

Top Word Pairs in Tweet in G10:
[63] youtube,channel
[63] head,over
[57] missed,yesterday's
[57] yesterday's,garage
[57] garage,ama
[57] ama,#1
[57] #1,harmony
[57] harmony,protocol
[57] protocol,youtube
[57] channel,need

Top Replied-To
Top Replied-To in Entire Graph:
@rajmarket_raj
@fcmutuals
@sejournal
@yoast
@prasat03
@one_cleric_eric
@gender_n0tfound
@chrispy_kreeme
@ncsbot1
@jeeb_____

Top Replied-To in G1:
@academichelp131

Top Replied-To in G3:
@prasat03
@910doe
@ne0heart
@jeeb_____
@ncsbot1
@chrispy_kreeme
@gender_n0tfound
@one_cleric_eric
@lucindag
@danie828

Top Replied-To in G4:
@sejournal
@yoast
@get_give2
@activithink
@screamingfrog

Top Replied-To in G5:
@humanre41270855
@a_jeddab
@thefrugalsmb
@aditics2
@bubbles4tw
@alexeychang
@robinheed
@corizance

Top Replied-To in G6:
@agssummit

Top Replied-To in G9:
@capgeminibussvc

Top Replied-To in G10:
@harmonyprotocol

Top Mentioned
Top Mentioned in Entire Graph:
@domainfq
@enricomolinari
@sabirs
@gigadgets_
@harmonyprotocol
@wef
@chidambara09
@sejournal
@eatmywords

Top Mentioned in G1:
@geniusessays20
@thatjengirl
@academichelp131
@vilnis11
@go_narrative
@ineelkjha
@cepribwriters
@superiorpapers5
@themelis_cuiper
@easywebvideo

Top Mentioned in G2:
@enricomolinari
@gigadgets_
@wef
@andrewincontact
@domainfq
@enri
@stratorob
@albertoemachado
@paula_piccard
@ronald_vanloon

Top Mentioned in G3:
@domainfq
@chidambara09
@coolerdata
@ritikag69283079
@permissionio
@ryanglass4real
@aniket97398350
@nitish_sharma23
@mc_oleh
@bestgradesessay

Top Mentioned in G4:
@sejournal
@anthonyrochand
@myphillymedia
@marcflood
@8020es
@filtr8
@quicksprout
@blogmoderateur
@huhuzgz
@wwwhatsnew

Top Mentioned in G5:
@hubspot
@growthhackers_t
@dangalante
@sarahadamsseo
@toprank_lisa
@maisielucymktg
@topratemarketer
@samanthaseopro
@paulroetzer
@rosemarieseo

Top Mentioned in G6:
@sandragiffin
@blackettmusic
@pensignal
@covhour
@rasel8100
@solsch1560
@antgrasso
@lindagrass0
@klaviyo
@glancescreen

Top Mentioned in G7:
@sabirs
@eatmywords

Top Mentioned in G8:
@tmj_ma_adv
@tmj_nas_mktg
@tmj_ram_mktg
@axiomacero
@subrata_daas
@ecomdash
@cardanoapps
@tmj_rip_adv
@tanzum9
@kenkchow

Top Mentioned in G9:
@nealschaffer
@runenfly
@gartner_inc
@momo69hrm
@goacoustic
@jeffsheehan
@thinktone
@zenyinger
@socialm
@sejournal

Top Mentioned in G10:
@harmonyprotocol
@shmula

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@vodafonein
@marshawright
@alhanda
@cybersec_feeds
@edinburghwatch
@chidambara09
@bella623
@charlesfrize
@femtech_

Top Tweeters in G1:
@flashbloglive
@gabbariele
@dataaugmented
@fitrich4life
@kane007
@jvcrum
@cmwealth
@robinsonchar
@pubnblogll
@businesspagesuk

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@femtech_
@davepperlmutter
@bexxmodd
@lorimoreno
@cybersecurityn8
@iam360wise
@morgfair
@googleexpertuk

Top Tweeters in G3:
@chidambara09
@bmurphypointman
@xaelbot
@evankirstel
@codedailybot
@thedeveloperbot
@rockchristopher
@friday_js_bot
@researchmrx
@discovertech3

Top Tweeters in G4:
@bella623
@ml_tweet_bot
@artificialbra1n
@seb_kirby
@apez140
@s_msonia
@rldi_lamy
@8020es
@mdrechsler
@myphillymedia

Top Tweeters in G5:
@vodafonein
@mlmleadrush
@lilachbullock
@thecuriousluke
@aureliecoudouel
@merca20
@stanleyepstein
@gdprai
@bungobot1
@pandoramusic

Top Tweeters in G6:
@myloc_tracker
@madalynsklar
@jedijazz22
@rtartboost
@chelseakrost
@blackettmusic
@carol_stephen
@blackettpromo
@iot_technojeder
@blogging__guide

Top Tweeters in G7:
@kapustusenok
@sabirs
@eatmywords
@5t8zmedqzsoejov
@stela17404474
@mipsibbc0y25cgp
@imsonofgeorgia
@wjhazz1daa28paz
@dhyw93ecvaylxhy
@mohamed29778822

Top Tweeters in G8:
@dchaconoca
@kenkchow
@wearebaitly
@keensdesign
@abhibisht89
@fintechpro_org
@mediastrand
@interacter
@natzers
@ucloudify

Top Tweeters in G9:
@gezgintrk
@humanre41270855
@3berte3
@greentechdon
@nealschaffer
@socialmedia2day
@betterjobsearch
@jeffsheehan
@rancagua_dgt
@ladyeleanora

Top Tweeters in G10:
@cryptoboymoon
@digitalogi
@fbinlsz39470258
@vanio58328822
@crypto92672216
@ozgurpehlivann
@anshu31583315
@thebeachpleaze
@ussharmony
@aguspalcio53