cmswire, Twitter, 11/29/2022 12:24:21 AM, 285071


FAQ | Problem?

cmswire_2022-11-28_16-15-02.xlsx
cmswire_2022-11-28_16-15-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
cmswire via NodeXL https://bit.ly/3F6F8St
@cmswire
@godfrey_g_
@indeterwminavb1
@mylessuer
@chidambara09
@yipcrypto15
@jchengery
@jenn__torres
@softclouds
@jmmoran12

Top hashtags:
#cx
#marketing
#customerexperience
#analytics
#ai
#data
#martech
#digital

Description:
Description
The graph represents a network of 647 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 November 2022 at 00:21 UTC.

The requested start date was Monday, 28 November 2022 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 13-day, 21-hour, 0-minute period from Monday, 14 November 2022 at 04:00 UTC to Monday, 28 November 2022 at 01:00 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 : 647
Unique Edges : 587
Edges With Duplicates : 1276
Total Edges : 1863
Number of Edge Types : 5
Replies to : 52
Mentions : 550
Tweet : 639
Retweet : 208
MentionsInRetweet : 414
Self-Loops : 655
Reciprocated Vertex Pair Ratio : 0.0568862275449102
Reciprocated Edge Ratio : 0.107648725212465
Connected Components : 219
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 360
Maximum Edges in a Connected Component : 1355
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.169311
Graph Density : 0.00168914877429049
Modularity : 0.350735
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 647 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 November 2022 at 00:21 UTC.

The requested start date was Monday, 28 November 2022 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 13-day, 21-hour, 0-minute period from Monday, 14 November 2022 at 04:00 UTC to Monday, 28 November 2022 at 01:00 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 : cmswire
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:
[34] https://www.cmswire.com/digital-experience/how-to-pick-a-mastodon-server/
[23] https://www.cmswire.com/customer-experience/top-5-customer-experience-courses-and-certifications/
[21] https://kontent.ai/
[20] https://www.cmswire.com/customer-experience/5-best-practices-for-using-ai-in-your-cx-strategy/
[19] https://twinybots.ch/
[16] https://www.cmswire.com/digital-marketing/marketers-escape-the-vicious-cycle-of-poor-consumer-data-practices/
[16] https://www.cmswire.com/customer-experience/what-b2b-buyers-want-and-ways-to-align-your-customer-journeys/
[16] https://www.cmswire.com/customer-experience/how-ai-driven-data-enhances-cx/
[14] https://www.cmswire.com/digital-marketing/what-does-marketing-look-like-without-third-party-cookies/
[14] https://www.cmswire.com/digital-marketing/madtech-meets-the-metaverse-a-marketers-guide/

Top URLs in Tweet in G1:
[23] https://www.cmswire.com/customer-experience/top-5-customer-experience-courses-and-certifications/
[15] https://twinybots.ch/
[10] https://www.cmswire.com/digital-experience/how-to-pick-a-mastodon-server/
[8] https://www.cmswire.com/digital-marketing/what-does-marketing-look-like-without-third-party-cookies/
[8] https://www.cmswire.com/customer-experience/what-b2b-buyers-want-and-ways-to-align-your-customer-journeys/
[8] https://www.cmswire.com/digital-marketing/tiktok-searches-are-changing-google-search-attracting-new-generations-of-users/
[5] https://www.cmswire.com/customer-experience/how-brands-can-repair-a-battered-online-reputation/
[5] https://www.cmswire.com/digital-marketing/twitter-vs-mastodon-the-marketing-reality/
[5] https://www.cmswire.com/digital-workplace/organizational-change-doesnt-have-to-hurt/?utm_source=cmswire.com&utm_medium=email&utm_campaign=cm&utm_content=wir-181202-0915&mkt_tok=eyJpIjoiWlRSaE5XRXdOalZsTm1KbSIsInQiOiJcL216M1RVWUdLXC9QS3BuSDBPSkxNWHI1VnFLNWpvM01LaURTMFR0ZFdzSEY5Nm1NNDFadUJjd29EUVJJWnhVaHdTNXBPZ0dQR0tjd3N3UWxHXC9yZXdWSTJZWnVPTmtoenNHcWJsbENZZGJwUmQxTmhyK3FwS0ZwUDM4ZTdDRDVBOCJ9
[4] https://kontent.ai/

Top URLs in Tweet in G2:
[6] https://www.cmswire.com/customer-experience/is-it-time-to-tackle-customer-support-tasks-with-ai-writing-software/
[6] https://www.cmswire.com/customer-experience/what-b2b-buyers-want-and-ways-to-align-your-customer-journeys/
[4] https://www.cmswire.com/digital-marketing/the-secret-to-b2b-marketing-its-just-a-game-of-yes-and-no/
[4] https://www.cmswire.com/information-management/what-corporations-have-your-data-and-what-are-they-doing-with-it/amp/
[3] https://www.cmswire.com/customer-experience/the-modern-age-of-cx-messaging-4-key-changes/?utm_source=cmswire.com&utm_medium=web&utm_campaign=cm&utm_content=all-articles-rss
[2] https://www.cmswire.com/customer-experience/how-to-avoid-getting-personalization-wrong/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[2] https://www.cmswire.com/customer-experience/how-ai-driven-data-enhances-cx/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[2] https://www.cmswire.com/digital-experience/one-layoff-and-a-changing-digital-experience-developer-landscape/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[2] https://www.cmswire.com/customer-experience/3-voice-of-the-customer-practices-you-need-to-know/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[2] https://twitter.com/cmswire/status/1592594597288763392

Top URLs in Tweet in G3:
[14] https://kontent.ai/
[10] https://www.cmswire.com/digital-experience/how-to-build-the-best-experience-with-a-digital-event/
[4] https://www.cmswire.com/digital-experience/inside-kontentais-vision-for-artificial-intelligence-headless-cms/
[2] https://www.cmswire.com/digital-experience/inside-kontentais-vision-for-artificial-intelligence-headless-cms/?utm_source=twitter&utm_medium=social&utm_content=dlvr.it-dmbeat
[2] https://www.cmswire.com/digital-marketing/googles-winning-business-intelligence-pieces-looker-and-bigquery-sql/?utm_source=twitter&utm_medium=social&utm_content=dlvr.it-dmbeat
[2] https://www.cmswire.com/customer-experience/i-got-covid-19-why-customer-experience-mattered-so-much/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cxmworld
[2] https://www.cmswire.com/digital-experience/inside-kontentais-vision-for-artificial-intelligence-headless-cms/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cxmworld
[2] https://www.cmswire.com/customer-experience/the-path-to-excellence-part-5-inspirational-leadership/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cxmworld
[2] https://www.cmswire.com/customer-experience/the-path-to-excellence-part-5-inspirational-leadership/?utm_source=twitter&utm_medium=social&utm_content=dlvr.it-cxfactor
[1] https://www.cmswire.com/web-cms/experience-management-solutions-a-marketer-first-world/

Top URLs in Tweet in G4:
[8] https://www.cmswire.com/digital-experience/what-does-it-mean-to-be-a-digitally-savvy-cio/
[6] https://www.cmswire.com/leadership/digital-trailblazer-drive-consequential-digital-transformations/
[5] https://www.cmswire.com/leadership/how-do-it-organizations-prioritize-competing-corporate-change-initiatives/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[5] https://www.cmswire.com/customer-experience/data-governance-offense-or-defense-in-the-digital-age/
[4] https://www.cmswire.com/customer-experience/create-a-connected-enterprise-for-better-customer-employee-experience/
[3] https://www.cmswire.com/leadership/digital-trailblazer-drive-consequential-digital-transformations/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[3] https://snip.ly/
[3] http://ow.ly/AVEM30mPQ77
[2] https://www.cmswire.com/digital-workplace/how-do-cios-feel-about-a-return-to-on-premises-work/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[2] https://www.cmswire.com/employee-experience/nows-the-time-for-hr-to-improve-the-digital-employee-experience/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire

Top URLs in Tweet in G5:
[9] https://www.cmswire.com/customer-experience/how-ai-driven-data-enhances-cx/
[7] https://www.cmswire.com/customer-experience/how-you-can-win-with-ai-and-customer-experience/?utm_source=twitter&utm_medium=social&utm_campaign=
[6] https://www.cmswire.com/customer-experience/how-ai-can-help-you-connect-with-customers-and-increase-engagement/
[5] https://www.cmswire.com/customer-experience/5-best-practices-for-using-ai-in-your-cx-strategy/
[3] https://www.cmswire.com/digital-workplace/where-the-metaverse-and-digital-workplace-meet/
[2] https://www.cmswire.com/customer-experience/why-were-thankful-our-favorite-customer-advisory-board-social-activities/
[1] https://twitter.com/HopeFrank/status/1496240350767480832
[1] https://www.cmswire.com/customer-experience/ibm-unveils-software-suite-openai-startup-fund-pledges-100m-more-news/?utm_source=cmswire.com&utm_medium=web&utm_campaign=cm&utm_content=all-articles-rss
[1] https://www.cmswire.com/customer-experience/how-does-extreme-weather-affect-the-customer-experience/
[1] https://www.cmswire.com/customer-experience/3-voice-of-the-customer-practices-you-need-to-know/

Top URLs in Tweet in G6:
[6] Up
[6] Those
[6] Pesky
[6] Organizational
[6] Silos
[5] https://www.cmswire.com/customer-experience/pave-the-way-to-better-customer-experience-by-dismantling-internal-silos/
[3] https://www.cmswire.com/customer-experience/your-silos-are-showing-in-your-customer-experience/?utm_campaign=coschedule&utm_source=twitter&utm_medium=ExpInv&utm_content=Busting
[3] https://www.cmswire.com/customer-experience/your-silos-are-showing-in-your-customer-experience/?utm_campaign=coschedule&utm_source=twitter&utm_medium=jeanniecw&utm_content=Busting
[2] https://news.google.com/articles/CBMiXWh0dHBzOi8vd3d3LmNtc3dpcmUuY29tL2N1c3RvbWVyLWV4cGVyaWVuY2UvMS10cmlwLXRvLXRoZS1tYWxsLTItaHlicmlkLWN1c3RvbWVyLWV4cGVyaWVuY2VzL9IBYWh0dHBzOi8vd3d3LmNtc3dpcmUuY29tL2N1c3RvbWVyLWV4cGVyaWVuY2UvMS10cmlwLXRvLXRoZS1tYWxsLTItaHlicmlkLWN1c3RvbWVyLWV4cGVyaWVuY2VzL2FtcC8?hl=en-MY&gl=MY&ceid=MY%3Aen
[2] https://www.cmswire.com/customer-experience/define-customer-journeys-by-finding-micro-moments-that-matter-most/

Top URLs in Tweet in G7:
[1] https://twitter.com/ZKasino_/status/1595911034514001921

Top URLs in Tweet in G8:
[16] https://www.cmswire.com/digital-marketing/marketers-escape-the-vicious-cycle-of-poor-consumer-data-practices/
[14] https://www.cmswire.com/digital-marketing/tips-to-inform-your-customer-data-clean-room-strategy/
[14] https://www.cmswire.com/customer-experience/customer-journey-moments-that-matter-3-key-investment-areas/
[14] https://www.cmswire.com/customer-experience/5-best-practices-for-using-ai-in-your-cx-strategy/
[14] https://www.cmswire.com/digital-marketing/madtech-meets-the-metaverse-a-marketers-guide/
[13] https://www.cmswire.com/customer-experience/relevant-real-time-cx-consumer-perception-vs-brand-reality/
[13] https://www.cmswire.com/digital-experience/customer-data-platforms-bring-omnichannel-choreography-within-reach/
[10] https://www.cmswire.com/customer-experience/closing-the-cx-perception-gap-between-companies-and-customers/
[10] https://www.cmswire.com/customer-experience/customer-experience-needs-empathy-now-more-than-ever/
[10] https://www.cmswire.com/digital-marketing/avoid-making-these-7-marketing-personalization-mistakes/

Top URLs in Tweet in G9:
[1] https://twitter.com/CeI_mates_/status/1595057495571324931

Top Domains
Top Domains in Tweet in Entire Graph:
[938] cmswire.com
[27] google.com
[21] kontent.ai
[19] twinybots.ch
[13] readyforsocial.com
[12] twitter.com
[10] snip.ly
[8] increasesales.info
[6] okt.to
[5] tinyurl.com

Top Domains in Tweet in G1:
[317] cmswire.com
[16] google.com
[15] twinybots.ch
[8] increasesales.info
[4] linkedin.com
[4] kontent.ai
[3] tinyurl.com
[2] snip.ly
[2] globeboss.com
[1] bitly.com

Top Domains in Tweet in G2:
[135] cmswire.com
[5] twitter.com
[4] okt.to
[3] qwoted.com
[2] natlawreview.com
[2] quora.com
[1] ampproject.org
[1] bit.ly
[1] thebloomagency.co
[1] lnkd.in

Top Domains in Tweet in G3:
[100] cmswire.com
[14] kontent.ai
[3] twitter.com
[1] twinybots.ch
[1] linkedin.com

Top Domains in Tweet in G4:
[70] cmswire.com
[8] snip.ly
[3] ow.ly
[1] bit.ly
[1] constellationr.com

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

Top Domains in Tweet in G6:
[40] cmswire.com
[4] google.com
[1] twitter.com

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

Top Domains in Tweet in G8:
[165] cmswire.com
[1] kontent.ai
[1] okt.to

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[216] cx
[110] marketing
[84] customerexperience
[84] analytics
[76] ai
[46] data
[40] martech
[38] digital
[38] personalization
[36] digitalmarketing



Top Hashtags in Tweet in G1:
[26] marketing
[20] customerexperience
[14] cx
[14] twittermarketingnews
[12] digitalmarketing
[10] digital
[9] transformation
[6] ai
[6] contentmarketing
[6] digitaltransformation

Top Hashtags in Tweet in G2:
[24] cx
[17] customerexperience
[16] marketing
[9] digitalmarketing
[8] ai
[7] b2b
[4] b2bmarketing
[4] socialmediamarketing
[4] socialmedia
[4] cms

Top Hashtags in Tweet in G3:
[3] customerexperience
[2] marketing
[2] analytics
[2] cmswirecontributors
[2] kontentaihorizons
[2] devrel
[1] transformation
[1] digital
[1] hyperpersonalization
[1] customer

Top Hashtags in Tweet in G4:
[19] digitaltransformation
[13] cx
[11] datascience
[10] cio
[9] it
[9] ds
[7] leadership
[6] cios
[6] businessanalytics
[5] ciochat

Top Hashtags in Tweet in G5:
[28] ai
[26] cx
[12] customerexperience
[5] artificialintelligence
[3] metaverse
[3] education
[3] digital
[3] workplace
[2] iot
[2] iiot

Top Hashtags in Tweet in G6:
[23] cx
[12] customerexperience
[7] ai
[6] custserv
[6] designthinking
[6] defi
[6] daos
[6] nfts
[6] xr
[5] ex

Top Hashtags in Tweet in G8:
[100] cx
[82] analytics
[44] marketing
[37] data
[35] personalization
[33] martech
[33] googleads
[33] facebookads
[18] ai
[14] customer

Top Hashtags in Tweet in G10:
[2] ff

Top Words
Top Words in Tweet in Entire Graph:
[375] cmswire
[272] customer
[216] #cx
[179] experience
[124] marketing
[110] #marketing
[110] data
[102] more
[101] digital
[84] #analytics

Top Words in Tweet in G1:
[101] customer
[84] cmswire
[83] experience
[60] marketing
[48] twitter
[33] more
[32] data
[32] digital
[30] mastodon
[28] top

Top Words in Tweet in G2:
[146] cmswire
[46] customer
[32] experience
[24] #cx
[23] more
[22] marketing
[19] read
[17] data
[17] #customerexperience
[17] jenn__torres

Top Words in Tweet in G3:
[34] cmswire
[31] customer
[28] experience
[25] reading
[25] continue
[19] akshaysura13
[14] marketing
[13] more
[13] jenn__torres
[12] nowsourcing

Top Words in Tweet in G4:
[45] cmswire
[41] mylessuer
[33] digital
[25] sppitt
[25] jbrodsky
[25] jimcrussell
[25] davidseidl
[24] dhinchcliffe
[23] anthony_mcmahon
[22] nyike

Top Words in Tweet in G5:
[28] #ai
[26] #cx
[12] #customerexperience
[10] cmswire
[10] data
[10] customer
[9] driven
[7] hyland
[7] win
[7] khulood_almani

Top Words in Tweet in G6:
[23] #cx
[22] customer
[14] experience
[12] #customerexperience
[9] way
[8] cmswire
[8] silo
[7] silos
[7] #ai
[7] busting

Top Words in Tweet in G8:
[100] #cx
[82] #analytics
[44] #marketing
[37] #data
[35] #personalization
[33] #martech
[33] #facebookads
[33] #googleads
[31] nov
[31] practices

Top Words in Tweet in G10:
[2] #ff
[2] leslielawton
[2] jharonnemartis
[2] cmswire
[2] scarlettsieber
[2] sozialia
[2] kimgarst
[2] criteo
[2] ambarmstrong
[2] annemarsden

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[109] customer,experience
[33] #analytics,#googleads
[33] #googleads,#facebookads
[31] third,party
[30] customer,engagement
[29] party,cookies
[25] continue,reading
[25] jbrodsky,sppitt
[25] jimcrussell,jbrodsky
[24] tiktok,searches

Top Word Pairs in Tweet in G1:
[55] customer,experience
[23] courses,certifications
[22] top,customer
[22] certifications,cmswire
[22] experience,courses
[18] changing,google
[18] searches,changing
[18] tiktok,searches
[18] google,search
[15] attracting,generations

Top Word Pairs in Tweet in G2:
[18] customer,experience
[11] read,more
[11] cmswire,#marketing
[6] jenn__torres,cmswire
[5] messaging,key
[5] kimsayers4,cmswire
[5] key,changes
[5] modern,age
[4] cmswire,#cx
[4] several,marketing

Top Word Pairs in Tweet in G3:
[25] continue,reading
[18] customer,experience
[11] headless,cms
[10] artificial,intelligence
[10] intelligence,headless
[10] vision,artificial
[10] cmswire,contributor
[9] events,engaging
[9] inside,vision
[9] making,virtual

Top Word Pairs in Tweet in G4:
[25] jimcrussell,jbrodsky
[25] jbrodsky,sppitt
[19] thadofsphere,davidseidl
[17] sppitt,mylessuer
[16] davidseidl,anthony_mcmahon
[16] mylessuer,cmswire
[15] anthony_mcmahon,nyike
[14] digitally,savvy
[13] nyike,jimcrussell
[13] dhinchcliffe,thadofsphere

Top Word Pairs in Tweet in G5:
[9] driven,data
[9] #ai,driven
[7] #cx,sebbourguignon
[7] cmswire,#cx
[7] enilev,khulood_almani
[7] khulood_almani,tobiaskintzel
[7] #cx,hyland
[7] win,#ai
[7] #customerexperience,cmswire
[7] enhances,#cx

Top Word Pairs in Tweet in G6:
[14] customer,experience
[6] silo,busting
[6] #defi,#daos
[6] #cx,#custserv
[6] #daos,#nfts
[5] way,better
[5] dismantling,internal
[5] pave,way
[5] #custserv,#ex
[5] better,customer

Top Word Pairs in Tweet in G8:
[33] #analytics,#googleads
[33] #googleads,#facebookads
[16] poor,customer
[16] #cx,practices
[16] customer,engagement
[16] help,#marketing
[16] #marketing,escape
[16] escape,poor
[16] engagement,#cx
[16] practices,here's

Top Word Pairs in Tweet in G10:
[2] jharonnemartis,annemarsden
[2] thomasbarta,ambarmstrong
[2] scarlettsieber,leslielawton
[2] kimgarst,cmswire
[2] cmswire,sozialia
[2] #ff,erinlaviola
[2] leslielawton,criteo
[2] annemarsden,thomasbarta
[2] criteo,jharonnemartis
[2] erinlaviola,scarlettsieber

Top Replied-To
Top Replied-To in Entire Graph:
@dhinchcliffe
@jenn__torres
@harvardbiz
@thadofsphere
@cmswire
@futurajoaquin
@nyike
@anthony_mcmahon
@mylessuer
@sbergsma

Top Replied-To in G2:
@jenn__torres
@cmswire
@thatcurtis
@evanhamilton
@rhappe
@hyperscienceai
@fssi_ca
@scottfreypn

Top Replied-To in G4:
@dhinchcliffe
@harvardbiz
@thadofsphere
@nyike
@anthony_mcmahon
@futurajoaquin
@mylessuer

Top Replied-To in G6:
@gartner
@forrester
@jenn__torres
@jakeathey

Top Mentioned
Top Mentioned in Entire Graph:
@cmswire
@mylessuer
@jenn__torres
@davidseidl
@jimcrussell
@jbrodsky
@sppitt
@dhinchcliffe
@anthony_mcmahon
@nyike

Top Mentioned in G1:
@salestweaker
@getjenny
@hernangraffe
@stacy_jax
@metricommdata

Top Mentioned in G2:
@cmswire
@jenn__torres
@kimsayers4
@chriscrandell
@pantelischio
@spocme
@bponeill
@yostar
@cxpert
@rjbennett

Top Mentioned in G3:
@cmswire
@akshaysura13
@jenn__torres
@nowsourcing
@zimanaanalytics
@phil_britt
@thedxsummit
@bponeill
@kontent_ai
@domnicastro

Top Mentioned in G4:
@mylessuer
@cmswire
@davidseidl
@jimcrussell
@jbrodsky
@sppitt
@anthony_mcmahon
@dhinchcliffe
@nyike
@thadofsphere

Top Mentioned in G5:
@sebbourguignon
@enilev
@khulood_almani
@tobiaskintzel
@hyland
@softclouds
@jmmoran12
@labster
@bodekaer
@cmswire

Top Mentioned in G6:
@cmswire
@customerexpnews
@jeanniecw
@touchpointguru
@jakeathey
@ecm_marketeer
@juliaahlfeldt
@domnicastro
@gregkihlstrom
@mentalmarketer

Top Mentioned in G7:
@franchisingexpo
@evanpdunn
@_crypto_jojo_
@brewervasocial
@cmswire
@livefresher
@cambriawines
@superdudepro
@insidejobbook
@cosmossup

Top Mentioned in G8:
@cdpinstitute
@jmmoran12
@datos_digital
@j_debrabant
@ignitivofficial
@digideals_tech
@actioniqinc
@cmswire

Top Mentioned in G9:
@cmswire
@annoraterrell
@ipsmyan
@robjackson01
@oodonpop
@pjnisbet
@betterux_
@ojmqd
@talk2fanzone
@stoddardca

Top Mentioned in G10:
@erinlaviola
@scarlettsieber
@leslielawton
@criteo
@jharonnemartis
@annemarsden
@thomasbarta
@ambarmstrong
@kimgarst
@cmswire

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersecurityn8
@education_24x7
@aldoceccarelli
@godfrey_g_
@ml_tweet_bot
@calcaware
@dawnroseturner
@ricardo_ik_ahau
@vrretweeter

Top Tweeters in G1:
@stanleyepstein
@nealschaffer
@hernangraffe
@cmsnice_com
@botiiqer
@sevierhere
@dicerod
@audiumcp
@jclickbaited
@nehemoth

Top Tweeters in G2:
@cybersecurityn8
@dawnroseturner
@juliebhunt
@nycknp
@natlawreview
@doomsdayscw
@prjournorequest
@stc11stc
@salesforce
@cmswire

Top Tweeters in G3:
@grjenkin
@dannygroner
@ralexjimenez
@avrohomg
@zimanaanalytics
@digitalcloudgal
@scottwluton
@jeffkagan
@you_stem
@akshaysura13

Top Tweeters in G4:
@chidambara09
@aldoceccarelli
@the__hustlerguy
@harvardbiz
@moutfield
@mylessuer
@bigdata_fr
@efeatherston
@dhinchcliffe
@vocnews_online

Top Tweeters in G5:
@godfrey_g_
@calcaware
@jamesvgingerich
@washingtonpost
@_reactdev
@eli_krumova
@nevillegaunt
@sebbourguignon
@frronconi
@curieuxexplorer

Top Tweeters in G6:
@education_24x7
@nicochan33
@liberationwork
@customerexpnews
@mentalmarketer
@antgrasso
@lfboteroc
@jeanniecw
@marketbuildr
@forrester

Top Tweeters in G7:
@bookchat_
@evanpdunn
@brewervasocial
@royaltyfree_aj
@junqueiracacau
@broklnbeckam_fa
@cosmossup
@superdudepro
@boomdgtl
@insidejobbook

Top Tweeters in G8:
@ricardo_ik_ahau
@greentechdon
@energydepday
@datos_digital
@_jakashi
@swaydcompany
@jmmoran12
@cdpinstitute
@digideals_tech
@_cocobot

Top Tweeters in G9:
@betterux_
@netmag
@ojmqd
@talk2fanzone
@stoddardca
@robjackson01
@pjnisbet
@annoraterrell
@wcjfc
@oodonpop

Top Tweeters in G10:
@kimgarst
@jchengery
@erinlaviola
@sozialia
@leslielawton
@annemarsden
@ambarmstrong
@criteo
@scarlettsieber
@thomasbarta