marketing research, Twitter, 11/21/2020 10:54:20 AM, 241983


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marketing research_2020-11-20_02-55-04.xlsx
marketing research_2020-11-20_02-55-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2020
Short Description:
marketing research via NodeXL https://bit.ly/3fougAT
@epuujee
@startgrowthhack
@jonathanaufray
@thearintra
@semrush
@brennermichael
@academia191
@vivianfrancos
@leonardducharme
@hedwigkudo

Top hashtags:
#calculus
#algebra
#statistics
#marketing
#math
#essay
#nursing

Description:
Description
The graph represents a network of 4,783 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 11:10 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 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 8-day, 1-hour, 39-minute period from Wednesday, 11 November 2020 at 23:22 UTC to Friday, 20 November 2020 at 01:01 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 : 4783
Unique Edges : 3209
Edges With Duplicates : 7306
Total Edges : 10515
Number of Edge Types : 5
Tweet : 4572
Retweet : 2001
Replies to : 631
Mentions : 1078
MentionsInRetweet : 2233
Self-Loops : 4896
Reciprocated Vertex Pair Ratio : 0.0225199543899658
Reciprocated Edge Ratio : 0.0440479509339281
Connected Components : 1936
Single-Vertex Connected Components : 1231
Maximum Vertices in a Connected Component : 742
Maximum Edges in a Connected Component : 3721
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.412749
Graph Density : 0.000156827212787377
Modularity : 0.406087
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,783 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 11:10 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 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 8-day, 1-hour, 39-minute period from Wednesday, 11 November 2020 at 23:22 UTC to Friday, 20 November 2020 at 01:01 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 research
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:
[68] https://www.fiverr.com/share/50ow3v
[68] https://www.fiverr.com/share/zA5kNz
[67] https://www.fiverr.com/share/lrRq4A
[53] http://www.pallav.io/13-proven-psychological-tactics-of-conversion-optimization-backed-by-academic-research/
[31] http://www.fiverr.com/174957917?utm_campaign=gigs_show_buyers&utm_medium=shared&utm_source=twitter&utm_term=6z5egN
[31] https://www.fiverr.com/share/2Qg80r
[26] https://shareasale.com/r.cfm?b=1618715&u=1053940&m=97231&urllink=&afftrack=
[23] https://www.fiverr.com/l_sumon
[16] https://www.fiverr.com/share/k8DPKy
[16] https://www.fiverr.com/share/5bQyl1

Top URLs in Tweet in G1:
[15] https://digiday.com/marketing/join-digidays-research-panel-to-earn-perks-that-will-help-you-at-your-job/?utm_source=dlvr.it&utm_medium=twitter
[13] http://jameshicks.net/go-w3
[12] https://mrdashboard.com/index.php/marketing-research-objectives-and-plan/
[9] https://mrdashboard.com/index.php/steps-in-marketing-research-process/
[9] https://mrdashboard.com/index.php/marketing-management-research-and-analysis-tips-articles-and-templates/
[9] https://blog.thesocialms.com/bloggers-guide-keyword-research/
[8] https://mrdashboard.com/index.php/how-to-design-questionnaire-for-marketing-research/
[8] https://blog.workwithjameshicks.com/attraction-marketing-secrets-that-will-boost-your-profitability/
[8] https://superiorwriters7.org/
[7] https://www.fiverr.com/share/2Qg80r

Top URLs in Tweet in G2:
[53] http://www.pallav.io/13-proven-psychological-tactics-of-conversion-optimization-backed-by-academic-research/
[7] https://onlineessaywriters247.org/
[6] https://twitter.com/messages/compose?recipient_id=1265939757550403587
[4] https://twitter.com/messages/compose?text=Hello,%20how%20can%20we%20help%20you%20today?&recipient_id=1279911492675084296
[4] https://www.fiverr.com/share/2Qg80r
[2] https://www.amazon.com/gp/product/0692860827?ie=UTF8&camp=213733&creative=393177&creativeASIN=0692860827&linkCode=shr&tag=amz0e61-20&linkId=IDZSCN2HAR4BNDDE&s=books&qid=1545638340&sr=1-17&keywords=marketing+data
[2] https://www.pragmaticwriters.com/
[2] https://www.fiverr.com/l_sumon
[1] https://twitter.com/i/web/status/1329579121752612872
[1] https://twitter.com/i/web/status/1326716589543206913

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1329458720976285696

Top URLs in Tweet in G4:
[68] https://www.fiverr.com/share/50ow3v
[68] https://www.fiverr.com/share/zA5kNz
[67] https://www.fiverr.com/share/lrRq4A
[1] https://www.linkedin.com/slink?code=gATM4mw
[1] https://twitter.com/i/web/status/1328932231008686088
[1] https://twitter.com/i/web/status/1328930473280737280
[1] https://twitter.com/i/web/status/1328931025792143361

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1327419699437600768

Top URLs in Tweet in G6:
[3] https://www.toprankblog.com/2020/11/7-keys-to-successful-b2b-influencer-marketing/?utm_medium=nealschaffer
[3] https://martechseries.com/analytics/similarweb-launches-next-generation-digital-marketing-research-solutions/
[2] https://promote.quuu.co/r/67waJ
[2] https://aithority.com/technology/analytics/similarweb-launches-the-next-generation-of-its-digital-marketing-and-research-solutions/
[1] https://twitter.com/i/web/status/1329365447284641792
[1] https://www.semrush.com/lp/semrush-seo-tools/en/?ref=3981226039&utm_campaign=seo_
[1] https://www.semrush.com/state-of-content-marketing/?utm_source=Twitter&utm_medium=Social&utm_campaign=state-of-cm-2020
[1] https://www.semrush.com/content-marketing/topic-research/?utm_source=Twitter&utm_medium=Organic&utm_campaign=30SecondQuickTipVideo
[1] https://www.semrush.com/state-of-content-marketing/?utm_content=146465528&utm_medium=social&utm_source=twitter&hss_channel=tw-1277630190676512768
[1] https://customerthink.com/why-you-shouldnt-use-keyword-research-tools/

Top URLs in Tweet in G7:
[7] https://divvyhq.com/content-planning/content-marketing-research/?ref=quuu
[7] http://www.internetbusinessideas-viralmarketing.com/marketing-research.html
[7] https://blog.iammarketingmedia.com/research-maps-spending-on-content-marketing/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[4] https://www.convinceandconvert.com/content-marketing/b2b-content-marketing-research/
[3] https://blog.pricebeam.com/patterns-in-consumer-willingness-to-pay-insights-from-quantitative-research?ref=quuu
[3] http://www.internetbusinessideas-viralmarketing.com/ovarian-cancer-2.html
[3] https://blog.iammarketingmedia.com/pandemic-is-accelerating-asset-managers-use-of-social-media-research/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://blog.iammarketingmedia.com/ansira-releases-customer-journey-mapping-research-report/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://www.clickz.com/how-to-win-at-mindshare-using-content-marketing/264017/
[3] https://zenpost.com/blog/small-business-content-marketing-plan/?ref=quuu

Top URLs in Tweet in G8:
[11] https://blog.sprinklr.com/announcing-sprinklrs-fall-product-release-boost-productivity/?utm_source=TWITTER-&utm_medium=rose&utm_campaign=Sprinklr+Advocacy
[5] http://ow.ly/e5gD50AW1ZO
[4] https://business.linkedin.com/marketing-solutions/blog/b2b-content-marketing/2020/the-state-of-b2b-content-marketing-what-you-need-to-know-new-cmi-research
[3] http://www.fiverr.com/123031801?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=5b3pd7
[3] https://www.lqventures.com/
[2] https://business.linkedin.com/marketing-solutions/b2b-institute/b2b-research/trends#all
[1] https://twitter.com/i/web/status/1329551682926243840
[1] https://twitter.com/i/web/status/1326979174972731394
[1] https://twitter.com/i/web/status/1327016092573765637
[1] https://twitter.com/i/web/status/1327016321020792833

Top URLs in Tweet in G9:
[11] https://marketinginsidergroup.com/content-marketing/the-complete-guide-to-audience-research-segmentation-and-targeting/
[6] https://webbiquity.com/marketing-research/seven-ways-b2b-tech-buying-behavior-is-changing-research/
[4] https://onalytica.com/blog/posts/current-state-future-b2b-influencer-marketing/
[3] https://marketinginsidergroup.com/content-marketing/plan-blog-content-calendar-for-the-year/
[3] https://www.toprankblog.com/2020/11/7-keys-to-successful-b2b-influencer-marketing/
[2] https://marketinginsidergroup.com/content-marketing/the-complete-guide-to-audience-research-segmentation-and-targeting/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://wordpress-153115-996030.cloudwaysapps.com/content-marketing/thought-leadership-best-practices-research/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://dlvr.it/RlvSDV
[2] https://heidicohen.com/marketing-projections/
[2] https://twitter.com/aliciaonalytica/status/1328719373859688449

Top URLs in Tweet in G10:
[2] https://mojified.com/mojified-media/article/sixth-edition-state-of-marketing/
[2] https://www.dictionary.com/
[1] https://twitter.com/i/web/status/1329443756987338759
[1] https://twitter.com/i/web/status/1329363800248737792
[1] https://www.linkedin.com/slink?code=d4jxcmD
[1] https://mojified.com/mojified-media/article/manufacturing-content-marketers-shift-ge/
[1] https://mojified.com/mojified-media/article/the-complete-guide-to-audience-research/
[1] https://mojified.com/mojified-media/article/how-to-get-in-your-customers-heads-for_001/
[1] https://twitter.com/i/web/status/1328824322425720834
[1] https://www.linkedin.com/slink?code=e7tgFD3

Top Domains
Top Domains in Tweet in Entire Graph:
[2015] twitter.com
[381] fiverr.com
[53] pallav.io
[49] linkedin.com
[44] mrdashboard.com
[32] co.uk
[27] marketinginsidergroup.com
[26] shareasale.com
[25] contentmarketinginstitute.com
[23] surveycircle.com

Top Domains in Tweet in G1:
[885] twitter.com
[44] mrdashboard.com
[37] fiverr.com
[29] linkedin.com
[18] digiday.com
[16] thesocialms.com
[15] co.uk
[15] valens-research.com
[14] convinceandconvert.com
[13] jameshicks.net

Top Domains in Tweet in G2:
[644] twitter.com
[53] pallav.io
[8] fiverr.com
[7] onlineessaywriters247.org
[2] amazon.com
[2] pragmaticwriters.com
[1] reddit.com
[1] ingramdigitalconsulting.com
[1] assignments.dm
[1] priority.pay

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[203] fiverr.com
[3] twitter.com
[1] linkedin.com

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

Top Domains in Tweet in G6:
[7] twitter.com
[5] semrush.com
[5] martechseries.com
[3] toprankblog.com
[3] 99signals.com
[2] customerthink.com
[2] quuu.co
[2] aithority.com
[1] infutor.com
[1] bradchuck.com

Top Domains in Tweet in G7:
[22] twitter.com
[20] iammarketingmedia.com
[10] divvyhq.com
[10] internetbusinessideas-viralmarketing.com
[9] contentmarketinginstitute.com
[5] convinceandconvert.com
[4] pricebeam.com
[4] zenpost.com
[3] linkedin.com
[3] clickz.com

Top Domains in Tweet in G8:
[28] twitter.com
[11] sprinklr.com
[8] linkedin.com
[5] ow.ly
[5] forbes.com
[3] fiverr.com
[3] lqventures.com
[2] google.com
[1] endpts.com
[1] biospace.com

Top Domains in Tweet in G9:
[17] marketinginsidergroup.com
[8] webbiquity.com
[6] onalytica.com
[4] dlvr.it
[3] toprankblog.com
[3] twitter.com
[2] cloudwaysapps.com
[2] heidicohen.com
[1] yell.com
[1] shareaholic.com

Top Domains in Tweet in G10:
[5] mojified.com
[5] constellationr.com
[3] twitter.com
[3] hubspot.com
[2] linkedin.com
[2] dictionary.com
[1] marketingtrends.com
[1] sfdcstatic.com
[1] diginomica.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2257] calculus
[1792] algebra
[1666] statistics
[1584] marketing
[1565] math
[1542] essay
[1542] nursing
[1432] business
[1392] assignment
[1383] biology



Top Hashtags in Tweet in G1:
[724] calculus
[544] algebra
[540] statistics
[527] marketing
[510] nursing
[505] essay
[494] math
[482] assignment
[464] business
[459] pay

Top Hashtags in Tweet in G2:
[1326] calculus
[1087] algebra
[989] statistics
[926] math
[917] essay
[899] nursing
[819] biology
[812] business
[777] assignment
[703] pay

Top Hashtags in Tweet in G6:
[30] content
[18] marketing
[13] seo
[3] digitalmarketing
[3] mpb2b
[3] competitive
[3] marketingtips
[2] semrush
[2] smm
[2] keywords

Top Hashtags in Tweet in G7:
[32] contentmarketing
[31] digitalmarketing
[28] marketing
[13] business
[11] socialmediamarketing
[10] blogging
[10] frizemedia
[9] blog
[8] audience
[7] seo

Top Hashtags in Tweet in G8:
[54] marketing
[50] calculus
[38] algebra
[37] statistics
[37] essay
[36] research
[35] biology
[34] assignment
[33] math
[24] nursing

Top Hashtags in Tweet in G9:
[21] influencermarketing
[18] contentmarketing
[6] marketing
[4] seo
[4] digitalmarketing
[3] mpb2b
[2] marketingstrategy
[2] blog
[2] b2bmarketing
[2] b2b

Top Hashtags in Tweet in G10:
[9] marketing
[5] contentmarketing
[4] salesforce
[3] research
[2] applied
[2] aws
[2] computerscience
[2] datascience
[2] phd
[2] platform

Top Words
Top Words in Tweet in Entire Graph:
[3780] research
[3421] marketing
[2257] #calculus
[2144] paper
[1974] law
[1950] pay
[1929] dm
[1926] due
[1792] #algebra
[1666] #statistics

Top Words in Tweet in G1:
[1289] research
[1142] marketing
[724] #calculus
[677] paper
[610] due
[602] law
[578] help
[571] dm
[544] #algebra
[540] #statistics

Top Words in Tweet in G2:
[1326] #calculus
[1279] pay
[1260] paper
[1222] law
[1165] dm
[1134] due
[1087] #algebra
[989] #statistics
[926] #math
[917] #essay

Top Words in Tweet in G3:
[101] welcome
[101] aboard
[101] cryptostarship
[101] mastermind
[101] 10x
[101] gem
[101] research
[101] crypto
[101] fam
[101] marketing

Top Words in Tweet in G4:
[143] gt
[84] quality
[80] service
[76] check
[76] fiverr
[76] definitely
[76] prices
[75] services
[75] click
[75] watch

Top Words in Tweet in G5:
[76] marketing
[76] research
[75] brand
[75] rankings
[75] actually
[75] done
[75] consumers
[75] designed
[75] managers
[75] determine

Top Words in Tweet in G6:
[43] research
[40] semrush
[39] marketing
[30] #content
[24] nealschaffer
[23] 2020
[22] top
[22] influencers
[22] twitter
[22] benkamaudigital

Top Words in Tweet in G7:
[89] research
[53] marketing
[46] read
[39] content
[34] more
[32] #contentmarketing
[31] #digitalmarketing
[28] #marketing
[23] audience
[16] key

Top Words in Tweet in G8:
[79] research
[56] paper
[54] #marketing
[50] #calculus
[46] pay
[45] marketing
[43] dm
[38] #algebra
[37] #statistics
[37] #essay

Top Words in Tweet in G9:
[69] research
[55] b2b
[27] state
[25] report
[21] future
[21] #influencermarketing
[20] 2020
[19] marketing
[18] audience
[18] #contentmarketing

Top Words in Tweet in G10:
[25] marketing
[12] research
[9] #marketing
[9] salesforce
[7] report
[7] shortlist
[6] senior
[6] learn
[6] insights
[6] marketers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1526] #algebra,#calculus
[1440] #calculus,#statistics
[1428] #math,#algebra
[1249] #essay,due
[1191] #business,law
[1185] law,#math
[1116] #statistics,#biology
[1100] #biology,#nursing
[1041] #nursing,#essay
[1014] #research,paper

Top Word Pairs in Tweet in G1:
[480] #algebra,#calculus
[463] #calculus,#statistics
[447] #math,#algebra
[405] #essay,due
[358] law,#math
[349] #business,law
[348] #research,paper
[342] #nursing,#essay
[342] #statistics,#biology
[342] #biology,#nursing

Top Word Pairs in Tweet in G2:
[906] #algebra,#calculus
[853] #math,#algebra
[853] #calculus,#statistics
[749] #essay,due
[741] #business,law
[726] law,#math
[673] #statistics,#biology
[656] #biology,#nursing
[623] #nursing,#essay
[583] due,#assignment

Top Word Pairs in Tweet in G3:
[101] welcome,aboard
[101] aboard,cryptostarship
[101] cryptostarship,mastermind
[101] mastermind,10x
[101] 10x,gem
[101] gem,research
[101] research,crypto
[101] crypto,fam
[101] fam,marketing
[101] marketing,last

Top Word Pairs in Tweet in G4:
[76] check,service
[76] service,fiverr
[76] fiverr,definitely
[76] definitely,quality
[76] quality,prices
[75] prices,services
[75] services,click
[75] click,watch
[75] watch,gt
[68] gt,gt

Top Word Pairs in Tweet in G5:
[75] brand,rankings
[75] rankings,actually
[75] actually,research
[75] research,done
[75] done,consumers
[75] consumers,designed
[75] designed,marketing
[75] marketing,managers
[75] managers,determine
[74] moonbinmemes126,brand

Top Word Pairs in Tweet in G6:
[22] top,#content
[22] #content,marketing
[22] marketing,influencers
[22] influencers,twitter
[22] twitter,2020
[22] 2020,nealschaffer
[22] nealschaffer,benkamaudigital
[22] benkamaudigital,mikeschiemer
[22] mikeschiemer,jeffbullas
[21] semrush,top

Top Word Pairs in Tweet in G7:
[30] read,more
[26] content,marketing
[15] marketing,research
[15] digital,marketing
[11] wouldn,great
[11] great,read
[11] read,minds
[11] minds,audience
[11] audience,professor
[11] professor,xavier

Top Word Pairs in Tweet in G8:
[34] #algebra,#calculus
[32] #calculus,#statistics
[30] #research,paper
[27] #math,#algebra
[26] #statistics,#biology
[21] #business,law
[21] law,#math
[21] #essay,due
[19] #online,class
[19] #marketing,#physics

Top Word Pairs in Tweet in G9:
[21] state,future
[21] future,b2b
[21] b2b,#influencermarketing
[16] audience,research
[16] research,report
[14] 2020,research
[13] complete,guide
[13] guide,audience
[13] b2b,influencer
[12] research,segmentation

Top Word Pairs in Tweet in G10:
[6] marketing,automation
[5] companies,listed
[4] great,report
[4] report,salesforce
[4] salesforce,marketing
[4] marketing,trends
[4] trends,2021
[4] 2021,lots
[4] lots,insights
[4] insights,nearly

Top Replied-To
Top Replied-To in Entire Graph:
@kindly
@dineshdsouza
@dbongino
@excelwriters_
@karolina72791
@we
@similarweb
@babykaloops
@assirmricerca
@cristinaessays

Top Replied-To in G1:
@chemistrymaths1
@profmichael18
@ventanaresearch
@psfk
@onlineglobalas1
@superior_99

Top Replied-To in G2:
@kindly
@excelwriters_
@wbsgc
@yure_benson
@babykaloops
@cristinaessays
@zurgify
@winterlxo
@_jaaaayyr
@iiyadine

Top Replied-To in G4:
@dineshdsouza
@dbongino
@abc
@mitchellreports
@jsolomonreports
@seanhannity
@espnfc
@mattdizwhitlock
@chrislhayes
@sendavidperdue

Top Replied-To in G5:
@ddanapebble

Top Replied-To in G6:
@similarweb
@semrush
@comscore
@talkwalker

Top Replied-To in G10:
@lisabeets
@brennermichael
@clare_mcd
@daisyquaker

Top Mentioned
Top Mentioned in Entire Graph:
@cryptopilot16
@academia191
@moonbinmemes126
@biology_help
@5r_raihanudin
@semrush
@tayloressays
@bingbonofficial
@onpassive
@idcryptonet

Top Mentioned in G1:
@writershero
@excellentpaper7
@elite_tutoring_
@accuratewriting
@carolinaonline3
@academichelp02
@maths_experts
@tutoring_678
@pro_tutor_
@authenticacade1

Top Mentioned in G2:
@academia191
@biology_help
@tayloressays
@eminencew
@comradeswriter1
@essay_elites
@bestofexperts
@elegant_write
@consult_writers
@cristinaessays

Top Mentioned in G3:
@cryptopilot16

Top Mentioned in G4:
@topy23628933
@realdonaldtrump
@senatedems
@joebiden
@hhsgov
@richardgrenell
@potus
@harrymaguire93
@sanchooo10
@calvertlewin14

Top Mentioned in G5:
@moonbinmemes126

Top Mentioned in G6:
@semrush
@nealschaffer
@benkamaudigital
@mikeschiemer
@jeffbullas
@lindagra
@similarweb
@99signalsblog
@buzzsumo
@ahrefs

Top Mentioned in G7:
@cmicontent
@iam__network
@divvyhq
@charlesfrize
@convince
@charle
@zenposthq
@pricebeam
@haunv21
@maryi

Top Mentioned in G8:
@sprinklr
@lancerwriter
@academicpremium
@hubspotfrance
@_timos_
@linkedinmktg
@b_motivational
@forbes
@blazit
@ageurocons

Top Mentioned in G9:
@brennermichael
@aliciaonalytica
@onalytica
@toprank
@tompick
@dailymirror
@b2bmarketingz
@leeodden
@yellbusiness
@pewresearch

Top Mentioned in G10:
@salesforce
@lizkmiller
@hubspot
@adobe
@leonardducharme
@yontanbe
@cmicontent
@acquia
@oraclemktgcloud
@sap

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@pairsonnalites
@scarfizal
@engineersday
@ejlazar
@charlesfrize
@chidambara09
@cybersec_feeds
@independent
@aaroncuddeback

Top Tweeters in G1:
@marshawright
@pairsonnalites
@engineersday
@pairsonnalitesn
@stigmabase
@jameshickstwi
@postjobfree
@jameshicksuk
@mlmleadrush
@jameshicksmlm

Top Tweeters in G2:
@aaroncuddeback
@codegnuts
@thedeveloperbot
@friday_js_bot
@gmail
@olmktgpro
@epuujee
@drahmadbazzi
@thomashilbig2
@teamofindore

Top Tweeters in G3:
@ccc3180
@cryptolovechris
@azurevereign
@opjony
@alcome97
@agrawal_ji7
@xeighcheese07
@alphabtw_
@elma_morr
@aesthetic_rizvi

Top Tweeters in G4:
@independent
@thehill
@business
@reuters
@abc
@tmz
@goal
@thesunfootball
@msnbc
@brianstelter

Top Tweeters in G5:
@roha2698
@eunwooastroha
@worldjoyful
@minhyukpotato
@ong_sire
@ongdongminn
@ugragblugbloong
@arohaangeluh
@arvygaygamboa
@astroha4rever

Top Tweeters in G6:
@gedespi
@jeffbullas
@nealschaffer
@martinabutters
@jeffsheehan
@semrush
@pammktgnut
@mikeschiemer
@twentytenmedia
@rebekahradice

Top Tweeters in G7:
@charlesfrize
@iam__network
@dynamicfrize
@ageless_2u
@myfoodfantasy69
@diversity54
@bubbles4tw
@cmicontent
@trendsinai
@postyouradsbiz

Top Tweeters in G8:
@forbes
@_timos_
@scieducation1
@gameandroidnews
@robinheed
@lqventures
@le_insomnia
@taizun_tapia
@sprinklr
@moninaw

Top Tweeters in G9:
@dailymirror
@lelkan
@ssxman2
@fleejack
@drferdowsi
@dannyfurlongdj
@gregbjenkins
@enriquen
@fmfrancoise
@walkingimpress

Top Tweeters in G10:
@hubspot
@appitekbot
@staroneconsult
@constellationr
@salesforce
@marketingcloud
@sassoftware
@keapgrowing
@adobe
@goacoustic