#CSuite, Twitter, 10/30/2020 12:32:49 AM, 239124


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#CSuite_2020-10-29_11-59-38.xlsx
#CSuite_2020-10-29_11-59-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 30, 2020
Short Description:
#CSuite via NodeXL https://bit.ly/3kJRLXc
@realcolinmac
@stratandbiz
@analytics_699
@pawlowskimario
@chidambara09
@mikequindazzi
@nerdapproved_99
@ricardosgulko
@excellencia_ltd
@sprint_code

Top hashtags:
#csuite
#ceo
#leadership
#analytics
#iot
#iiot
#ai

Description:
Description
The graph represents a network of 615 Twitter users whose tweets in the requested range contained "#CSuite", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 October 2020 at 19:01 UTC.

The requested start date was Thursday, 29 October 2020 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 13-day, 21-hour, 55-minute period from Thursday, 15 October 2020 at 01:10 UTC to Wednesday, 28 October 2020 at 23:05 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 : 615
Unique Edges : 414
Edges With Duplicates : 959
Total Edges : 1373
Number of Edge Types : 5
Mentions : 291
Tweet : 291
Retweet : 356
MentionsInRetweet : 428
Replies to : 7
Self-Loops : 322
Reciprocated Vertex Pair Ratio : 0.0453020134228188
Reciprocated Edge Ratio : 0.086677367576244
Connected Components : 156
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 233
Maximum Edges in a Connected Component : 658
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.496046
Graph Density : 0.00164985037472525
Modularity : 0.461194
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 615 Twitter users whose tweets in the requested range contained "#CSuite", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 October 2020 at 19:01 UTC.

The requested start date was Thursday, 29 October 2020 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 13-day, 21-hour, 55-minute period from Thursday, 15 October 2020 at 01:10 UTC to Wednesday, 28 October 2020 at 23:05 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 : #CSuite
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:
[13] https://www.helpnetsecurity.com/2020/10/15/web-application-security-efforts/
[11] https://podcasts.apple.com/us/podcast/donavan-west-founder-black-business-accelerator-bridge/id1515649028?i=1000494563951
[10] https://www.amazon.com/Luxury-Fashion-Retail-Industry-Report-ebook/dp/B07XML28M5/ref=as_li_ss_tl?dchild=1&keywords=cuda+education+business&qid=1603228334&sr=8-3&linkCode=sl1&tag=nickdancriddr-20&linkId=769bec7a0225b1309181cfc27e9bb0a2&language=en_US
[8] https://www.linkedin.com/in/cbbowman/?utm_medium=social&utm_source=linkedin.company&utm_campaign=postfity&utm_content=postfity13ba5
[8] https://www.amazon.com/Luxury-Fashion-Retail-Industry-Report-ebook/dp/B07XML28M5/ref=as_li_ss_tl?dchild=1&keywords=cuda+education+luxury&qid=1602583693&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=a89cf37d62f9490cfcfae11e5943fa84&language=en_US
[7] https://digital-leadership-associates.passle.net/post/102f2t0/15-ways-to-salvage-a-troubled-digital-transformation
[6] https://podcasts.apple.com/us/podcast/lu-ann-cahn-award-winning-journalist-storytelling-interview/id1515649028?i=1000493757164
[6] http://traffic.libsyn.com/everydaymba/Everyday_MBA_-_Jim_Harter_-_Its_The_Manager.mp3
[6] http://traffic.libsyn.com/aiimonair/59_AIIM18_Report_-_Bryce_Austin_Cyber_Security.mp3
[6] https://marcrudov.com/books/intrabranding/

Top URLs in Tweet in G1:
[10] https://www.amazon.com/Luxury-Fashion-Retail-Industry-Report-ebook/dp/B07XML28M5/ref=as_li_ss_tl?dchild=1&keywords=cuda+education+business&qid=1603228334&sr=8-3&linkCode=sl1&tag=nickdancriddr-20&linkId=769bec7a0225b1309181cfc27e9bb0a2&language=en_US
[8] https://www.amazon.com/Luxury-Fashion-Retail-Industry-Report-ebook/dp/B07XML28M5/ref=as_li_ss_tl?dchild=1&keywords=cuda+education+luxury&qid=1602583693&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=a89cf37d62f9490cfcfae11e5943fa84&language=en_US
[6] https://www.linkedin.com/in/cbbowman/?utm_medium=social&utm_source=linkedin.company&utm_campaign=postfity&utm_content=postfity13ba5
[4] https://www.youtube.com/watch?v=WdUimFZsHnI&feature=youtu.be

[4] https://coruzant.com/digital-strategy/ceos-must-invest-in-digital-transformation
[3] https://mailchi.mp/acec-association/linkedin-live-event-cb-bowman-live-challenges-csuite-oct-27?utm_medium=social&utm_source=linkedin.company&utm_campaign=postfity&utm_content=postfityaf5c5
[3] https://www.linkedin.com/in/cbbowman/?utm_medium=social&utm_source=linkedin.company&utm_campaign=postfity&utm_content=postfityaf5c5
[3] https://www.linkedin.com/slink?code=e4FRQGK
[3] https://www.linkedin.com/in/cbbowman/?utm_medium=social&utm_source=linkedin.company&utm_campaign=postfity&utm_content=postfityf1519
[3] http://bit.ly/yt_cb_live?utm_medium=social&utm_source=linkedin.company&utm_campaign=postfity&utm_content=postfityf1519

Top URLs in Tweet in G2:
[4] https://www.strategy-business.com/article/10-principles-for-leadership-presence?utm_content=bufferd5448&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.weforum.org/agenda/2018/02/how-to-be-smarter-infographic?utm_content=buffer979e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.nedawards.co.uk/nominate
[3] https://www.pwc.com/us/en/library/covid-19/pwc-covid-19-cfo-pulse-survey.html
[2] https://www.kornferry.com/insights/articles/leadership-without-walls?utm_campaign=10-08-20-twil&utm_source=marketo&utm_medium=email&mkt_tok=eyJpIjoiTkdGaVlURmtOVEV4TUdObCIsInQiOiJ6aFJHbVV5XC9qS2ozbU1admJJbGY3MjJOUE11bDF3amRuVHlabWtKdjRWVWgwaGJVSHZhVTg1TkJBbU5rTzVkaXBLUHRwYXhLS2g0anpUa3hKOWViMWFsZGdwQnMrS2NsSmFEdDNhbjVVTFBHSHlkSU1oUThmNHQwNFwvdTlsdEV4In0%3D
[2] https://www.strategy-business.com/blog/When-its-us-vs-them-in-the-executive-suite?gko=37615&utm_source=itw&utm_medium=itw20201006&utm_campaign=resp
[2] https://www.bcg.com/featured-insights/how-to/lead-in-the-new-reality?utm_medium=Email&utm_source=esp&utm_campaign=howto&utm_description=featured_insights&utm_topic=ht_lead&utm_geo=global&utm_content=202010&utm_usertoken=CRM_89440e7a019b33b693951b3ae38220c20001bc99
[1] https://www.russellreynolds.com/insights/thought-leadership/shattering-bamboo-ceiling-addressing-asian-american-under%E2%80%93representation-c-suite?utm_medium=social&utm_source=twitter&utm_campaign=D%26I&utm_content=D%26I
[1] General&utm_term=ctus-1191
[1] http://conferenceboard.esgauge.org/boardpractices

Top URLs in Tweet in G3:
[1] https://www.mckinsey.com/featured-insights/future-of-work/what-800-executives-envision-for-the-postpandemic-workforce
[1] https://www.mckinsey.com/featured-insights/artificial-intelligence/tackling-bias-in-artificial-intelligence-and-in-humans
[1] https://www.mckinsey.com/featured-insights/gender-equality/the-future-of-women-at-work-transitions-in-the-age-of-automation

Top URLs in Tweet in G4:
[4] https://www.eglobalis.com/experience-perception-design-the-journey-to-resonate-with-customer-and-employees/
[3] https://enterprisersproject.com/article/2020/10/artificial-intelligence-ai-9-realities-cio
[1] https://www.eglobalis.com/experience-perception-design-the-journey-to-resonate-with-customer-and-employees/?utm_content=bufferd8212&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://customerthink.com/customer-and-employee-criticism-your-leverage-tool-for-real-growth/
[1] https://www.linkedin.com/slink?code=dGgnSw2
[1] https://ecxo.org/
[1] https://www.thedrum.com/news/2020/08/26/europe-gets-pushed-deep-recession-forrester-predicts-consumer-trends
[1] https://www.strategy-business.com/article/10-principles-for-leadership-presence?utm_content=bufferd5448&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[2] https://sloanreview.mit.edu/article/redefining-ai-leadership-in-the-c-suite
[1] https://sloanreview.mit.edu/article/the-new-role-for-managers-in-workplace-learning/

Top URLs in Tweet in G6:
[3] https://www.forbes.com/sites/rogerdooley/2020/06/25/superpower-female-cmos/?ss=cmo-network#7cf98c933921
[2] https://www.channelfutures.com/from-the-industry/digital-transformation-why-theres-no-going-back
[2] https://www.forbes.com/sites/forbesleadershipteam/2020/10/01/the-worlds-most-influential-cmos-2020-resolute-leadership-in-transformative-times/?utm_content=buffer41922&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#47d806e2319a
[2] https://kenthuffman.com/53-signs-your-marketing-isnt-working/
[1] https://www.bizcatalyst360.com/business-networking-success-what-can-you-learn-from-a-stellar-solopreneur/
[1] https://sloanreview.mit.edu/article/why-great-leaders-focus-on-mastering-relationships/?utm_source=newsletter&utm_medium=email&utm_content=Read%20the%20new%20article%20now%20%C2%BB&utm_campaign=Enews%20GEN%203/21/19
[1] https://www.fastcompany.com/90558796/how-to-educate-the-next-workforce
[1] https://news.crunchbase.com/news/spac-to-the-future/?utm_source=twitter&utm_medium=website&utm_campaign=SocialSnap
[1] https://us02web.zoom.us/webinar/register/WN_NCw2G5QRQaCc8PmrD1S0AQ
[1] https://twitter.com/WBCollaborative/status/1316786192982192135

Top URLs in Tweet in G8:
[2] https://www.marketingdive.com/news/forrester-cmos-will-need-to-reinvent-roles-as-pandemics-impact-endures/587249/?utm_content=143280813&utm_medium=social&utm_source=twitter&hss_channel=tw-413394460
[1] https://www.linkedin.com/slink?code=d6Xwhez
[1] https://www.linkedin.com/slink?code=dkeFJmB
[1] https://www.linkedin.com/slink?code=dv8W_B7
[1] https://www.linkedin.com/slink?code=daeGipB
[1] https://www.linkedin.com/slink?code=deQDnzx
[1] https://www.linkedin.com/slink?code=erAec3z
[1] https://www.linkedin.com/slink?code=djJrdCJ
[1] https://www.linkedin.com/slink?code=dPFbD7G
[1] https://news.microsoft.com/2020/10/26/c3-ai-microsoft-and-adobe-combine-forces-to-re-invent-crm-with-ai/

Top URLs in Tweet in G9:
[7] https://digital-leadership-associates.passle.net/post/102f2t0/15-ways-to-salvage-a-troubled-digital-transformation
[6] https://digital-leadership-associates.passle.net/post/102fjzr/wheres-the-innovation-in-the-legal-sector?LinkSource=PassleAPI&utm_content=buffer7d0c2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://digital-leadership-associates.passle.net/post/102fkk0/someone-bumped-my-car-and-i-wasnt-around-to-see-it?LinkSource=PassleAPI&utm_content=bufferf4a3d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://digital-leadership-associates.passle.net/post/102fjyn/help-my-app-is-infected?LinkSource=PassleAPI&utm_content=buffer9ccae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://digital-leadership-associates.passle.net/post/102fk1u/are-you-listening-and-engaging-with-clients-or-still-just-broadcasting
[1] https://digital-leadership-associates.passle.net/post/102etv9/were-on-the-brink-of-a-new-era-of-innovation-will-you-survive-it

Top URLs in Tweet in G10:
[13] https://www.helpnetsecurity.com/2020/10/15/web-application-security-efforts/
[6] http://traffic.libsyn.com/aiimonair/59_AIIM18_Report_-_Bryce_Austin_Cyber_Security.mp3
[2] http://nickj2k.com
[1] https://www.cbronline.com/in-depth/how-to-fight-a-ransomware-attack

Top Domains
Top Domains in Tweet in Entire Graph:
[60] linkedin.com
[24] amazon.com
[23] apple.com
[18] passle.net
[17] twitter.com
[17] mailchi.mp
[17] youtube.com
[13] libsyn.com
[13] helpnetsecurity.com
[10] medium.com

Top Domains in Tweet in G1:
[30] linkedin.com
[23] amazon.com
[12] mailchi.mp
[5] youtube.com
[4] adweek.com
[4] coruzant.com
[3] twitter.com
[3] bit.ly
[2] co.uk
[2] techcrunch.com

Top Domains in Tweet in G2:
[6] strategy-business.com
[4] weforum.org
[4] co.uk
[3] pwc.com
[2] kornferry.com
[2] bcg.com
[1] russellreynolds.com
[1] esgauge.org

Top Domains in Tweet in G3:
[3] mckinsey.com

Top Domains in Tweet in G4:
[5] eglobalis.com
[3] enterprisersproject.com
[1] customerthink.com
[1] linkedin.com
[1] ecxo.org
[1] thedrum.com
[1] strategy-business.com

Top Domains in Tweet in G5:
[3] mit.edu

Top Domains in Tweet in G6:
[7] forbes.com
[3] fastcompany.com
[2] channelfutures.com
[2] twitter.com
[2] hbr.org
[2] transearchusa.com
[2] kenthuffman.com
[1] bizcatalyst360.com
[1] mit.edu
[1] crunchbase.com

Top Domains in Tweet in G8:
[8] linkedin.com
[3] medium.com
[3] hbr.org
[2] marketingdive.com
[1] microsoft.com
[1] wired.com
[1] strategy-business.com
[1] ft.com
[1] enterprisetalk.com
[1] pharmexec.com

Top Domains in Tweet in G9:
[18] passle.net

Top Domains in Tweet in G10:
[13] helpnetsecurity.com
[6] libsyn.com
[2] nickj2k.com
[1] cbronline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[633] csuite
[233] ceo
[148] leadership
[100] analytics
[93] iot
[93] iiot
[82] ai
[81] machinelearning
[70] cfo
[70] 5g



Top Hashtags in Tweet in G1:
[128] csuite
[41] ceo
[39] leadership
[28] cfo
[25] management
[24] executive
[21] business
[20] smallbusiness
[17] organization
[15] mg100

Top Hashtags in Tweet in G2:
[26] csuite
[15] ceo
[14] corpgov
[13] leadership
[12] cfo
[11] futureofwork
[9] leaders
[8] boardofdirectors
[8] governance
[6] covid19

Top Hashtags in Tweet in G3:
[88] analytics
[88] csuite
[88] ceo
[88] iot
[88] iiot
[67] 5g
[66] machinelearning
[64] rstats
[64] reactjs
[47] ai

Top Hashtags in Tweet in G4:
[9] leadership
[7] csuite
[6] cx
[5] customerexperience
[2] customersuccess
[2] innovation
[1] criticalthinking
[1] voc
[1] voe
[1] cxchat

Top Hashtags in Tweet in G5:
[9] csuite
[5] ai
[4] artificialintelligence
[3] cio
[2] it
[2] talent
[1] qte
[1] boards
[1] newcsuite
[1] digitaltransformation

Top Hashtags in Tweet in G6:
[26] csuite
[10] ceo
[9] leadership
[7] cmo
[6] technology
[4] marketing
[4] womenintheboardroom
[4] womenonboards
[4] womeninleadership
[3] business

Top Hashtags in Tweet in G7:
[15] keynote
[15] diversity
[15] workplace
[4] ceo
[4] coo
[4] csuite
[3] leadership
[1] blackhistorymonth
[1] raceequality
[1] racediversity

Top Hashtags in Tweet in G8:
[28] csuite
[15] business
[11] digitaltransformation
[11] ai
[10] machinelearning
[9] digital
[9] ceo
[9] startups
[8] businesstransformation
[8] cio

Top Hashtags in Tweet in G9:
[12] socialselling
[12] csuite
[7] digitaltransformation
[6] legal
[6] lawyers
[5] innovation
[4] leadership
[4] ceo
[4] digital
[4] business

Top Hashtags in Tweet in G10:
[15] cybersecurity
[13] csuite
[7] ciso
[7] security
[4] cio
[4] cios
[4] cisos
[4] cybersecuritynews
[3] infosecurity
[3] itsecurity

Top Words
Top Words in Tweet in Entire Graph:
[632] #csuite
[233] #ceo
[148] #leadership
[114] gt
[100] #analytics
[93] #iot
[93] #iiot
[90] analytics_699
[82] #ai
[81] #machinelearning

Top Words in Tweet in G1:
[127] #csuite
[41] #ceo
[39] #leadership
[30] live
[28] #cfo
[25] #management
[24] #executive
[23] business
[22] suite
[21] #business

Top Words in Tweet in G2:
[104] gt
[30] mikequindazzi
[26] #csuite
[20] leadership
[20] build
[20] muscle
[18] 10
[18] principles
[18] presence
[18] memory

Top Words in Tweet in G3:
[88] #analytics
[88] #csuite
[88] #ceo
[88] #iot
[88] #iiot
[85] analytics_699
[67] #5g
[66] #machinelearning
[64] #rstats
[64] #reactjs

Top Words in Tweet in G4:
[12] design
[12] experience
[9] 10
[9] principles
[9] #leadership
[9] presence
[9] build
[9] muscle
[9] memory
[9] support

Top Words in Tweet in G5:
[9] #csuite
[5] cfos
[5] best
[5] positioned
[5] step
[5] take
[5] ownership
[5] redefining
[5] #ai
[4] turned

Top Words in Tweet in G6:
[26] #csuite
[10] ve
[10] #ceo
[9] #leadership
[8] make
[8] forbes
[7] never
[7] changes
[7] #cmo
[6] way

Top Words in Tweet in G7:
[16] solace_uk
[16] champ1diversity
[15] #keynote
[15] speech
[15] #diversity
[15] #workplace
[15] virtual
[15] week
[11] today
[10] day

Top Words in Tweet in G8:
[28] #csuite
[15] #business
[11] #digitaltransformation
[11] #ai
[10] source
[10] #machinelearning
[9] #digital
[9] #ceo
[9] #startups
[8] #businesstransformation

Top Words in Tweet in G9:
[21] dlaignite
[12] #socialselling
[12] #csuite
[9] st3ph3n6
[9] passle
[9] timothy_hughes
[7] 15
[7] ways
[7] salvage
[7] troubled

Top Words in Tweet in G10:
[15] #cybersecurity
[13] #csuite
[13] theory
[13] practice
[13] web
[13] application
[13] security
[13] organizations
[13] worldwide
[13] netsparker

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[110] #csuite,#ceo
[93] #analytics,#csuite
[93] #iot,#iiot
[72] gt,gt
[69] #ceo,#iot
[67] #rstats,#reactjs
[42] advancing,digitization
[42] digitization,#analytics
[42] #iiot,#javascript
[42] #javascript,#rstats

Top Word Pairs in Tweet in G1:
[22] #ceo,#cfo
[19] #csuite,#executive
[18] cb,bowman
[18] bowman,live
[18] #cfo,#csuite
[14] #management,#smallbusiness
[14] #smallbusiness,#businessmanagement
[14] #businessmanagement,#ceo
[14] #executive,#executivemba
[14] #executivemba,#organization

Top Word Pairs in Tweet in G2:
[68] gt,gt
[18] 10,principles
[18] principles,leadership
[18] leadership,presence
[18] presence,build
[18] build,muscle
[18] muscle,memory
[18] memory,support
[18] support,conviction
[18] conviction,commitment

Top Word Pairs in Tweet in G3:
[88] #analytics,#csuite
[88] #csuite,#ceo
[88] #iot,#iiot
[66] #ceo,#iot
[64] #rstats,#reactjs
[41] advancing,digitization
[41] digitization,#analytics
[41] #iiot,#javascript
[41] #javascript,#rstats
[41] #reactjs,#5g

Top Word Pairs in Tweet in G4:
[9] 10,principles
[9] principles,#leadership
[9] #leadership,presence
[9] presence,build
[9] build,muscle
[9] muscle,memory
[9] memory,support
[9] support,conviction
[9] conviction,commitment
[9] commitment,resilience

Top Word Pairs in Tweet in G5:
[5] cfos,best
[5] best,positioned
[5] step,take
[5] take,ownership
[4] positioned,#csuite
[4] #csuite,step
[4] ownership,#artificialintelligence
[4] #artificialintelligence,redefining
[4] redefining,#ai
[3] jaypalter,cfos

Top Word Pairs in Tweet in G6:
[6] #cmo,#ceo
[5] video,never
[5] never,going
[5] going,back
[5] back,way
[5] way,things
[5] things,ve
[5] ve,induced
[5] induced,make
[5] make,changes

Top Word Pairs in Tweet in G7:
[15] #keynote,speech
[15] speech,#diversity
[15] #diversity,#workplace
[15] #workplace,solace_uk
[15] solace_uk,virtual
[15] virtual,week
[10] today,day
[10] day,proud
[10] proud,giving
[10] giving,#keynote

Top Word Pairs in Tweet in G8:
[9] #csuite,#business
[8] #ceo,#cio
[8] #cio,#coo
[7] #csuite,#ceo
[4] #digitaltransfomation,#businesstransformation
[4] #csuite,#digitaltransformation
[3] example,#cloud
[3] #cloud,#automation
[3] #automation,services
[3] services,amazon

Top Word Pairs in Tweet in G9:
[9] st3ph3n6,dlaignite
[9] passle,timothy_hughes
[7] 15,ways
[7] ways,salvage
[7] salvage,troubled
[7] troubled,digital
[7] digital,transformation
[7] transformation,passle
[7] timothy_hughes,#socialselling
[6] innovation,legal

Top Word Pairs in Tweet in G10:
[13] theory,practice
[13] practice,web
[13] web,application
[13] application,security
[13] security,organizations
[13] organizations,worldwide
[13] worldwide,netsparker
[10] helpnetsecurity,theory
[10] netsparker,#cy
[7] #cybersecurity,#security

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@analytics_699
@mikequindazzi
@dlaignite
@solace_uk
@champ1diversity
@marcrudov
@netsparker
@realcolinmac
@sarahschlott
@helpnetsecurity

Top Mentioned in G1:
@patiyer
@alshawafmumin
@luxurybzconnect
@tegeria2

Top Mentioned in G2:
@mikequindazzi
@antgrasso
@fisher85m
@stratandbiz
@comendadormbf
@wef
@rraonleadership
@ned_awards
@thomas_harrer
@mpborman

Top Mentioned in G3:
@analytics_699

Top Mentioned in G4:
@pawlowskimario
@hyken
@europeancxorg
@rwang0
@ricardosgulko
@4enterprisers
@nicochan33
@mvollmer1
@bigdataaito
@customerthink

Top Mentioned in G5:
@dhinchcliffe
@mitsmr
@jaypalter
@waynesadin
@mylessuer
@dchou1107
@nyike
@stevebetts100
@dalig
@vpfetter

Top Mentioned in G6:
@forbes
@lehtmanmaria
@fastcompany
@rogerdooley
@ckadya
@analytics_699
@bizmasterglobal
@crunchbasenews
@shenan

Top Mentioned in G7:
@solace_uk
@champ1diversity
@solacerecruit
@kersten_england
@spmgroupuk
@jnjnews
@hiscoxcomms
@hiscoxsmallbiz
@hiscoxuk
@macquarie

Top Mentioned in G8:
@realcolinmac
@c3_ai
@microsoft
@adobe
@marketingdive
@bradnelsonops
@digital
@bcg
@mitsmr
@stratandbiz

Top Mentioned in G9:
@dlaignite
@st3ph3n6
@timothy_hughes
@realcolinmac
@bradnelsonops
@analytics_699
@dlsocialexperts
@lehtmanmaria

Top Mentioned in G10:
@netsparker
@helpnetsecurity
@ewfusa
@kevin_craine
@nickj2k
@richnet

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@codernotesbot
@xaelbot
@businessinsider
@codedailybot
@diapermakeovers
@cybersecurityn8

Top Tweeters in G1:
@marketingrdv
@cepymenews
@khsouh
@alshawafmumin
@cudaeducation
@bob_lyons
@move2thecloud
@creativeniche
@patiyer
@elitegroupasia

Top Tweeters in G2:
@togovern
@wef
@topcybernews
@fasanomultibank
@fininvestuk
@corpgovuk
@excellencia_ltd
@publiceyesuk
@mikequindazzi
@antgrasso

Top Tweeters in G3:
@xaelbot
@llnuxbot
@codegnuts
@nlognbot
@thedeveloperbot
@digitaldecoded1
@serverlessfan
@hubofml
@techtrendingnow
@thecuriousluke

Top Tweeters in G4:
@nicochan33
@rwang0
@tedrubin
@silentseawolf
@thedrum
@mvollmer1
@haroldsinnott
@hyken
@bcagroup
@wswmuc

Top Tweeters in G5:
@ssxman2
@spirosmargaris
@dchou1107
@cathi_bea
@mylessuer
@mitsmr
@dhinchcliffe
@jaypalter
@askn0b0dy
@nhinsight

Top Tweeters in G6:
@fastcompany
@forbes
@fabriciosx
@bizmasterglobal
@lorealparisusa
@api_daily
@rogerdooley
@elirosesocial
@skconcepts
@youtube

Top Tweeters in G7:
@audreysuffolk
@xyisnotxx
@kersten_england
@hiscoxsmallbiz
@kxgrave2002
@hiscoxuk
@mcdonaldgraeme
@jnjnews
@allyshipbot
@ldaviesej

Top Tweeters in G8:
@codernotesbot
@codedailybot
@ilovebooks786
@mrtallerjerry
@periscopeislit
@realcolinmac
@adobe
@bradnelsonops
@sprint_code
@pharmexec

Top Tweeters in G9:
@chidambara09
@timothy_hughes
@babylouie75
@v2_lawblog
@digitalleadtim
@dlaignite
@agsocialmedia
@socialsaleslnge
@socialsalesnet
@sourav21maha

Top Tweeters in G10:
@sectest9
@cybersec_feeds
@cybersecurityn8
@jayeshmthakur
@kevin_craine
@hostinfonet
@maltrakn
@helpnetsecurity
@kalemachris
@reimichie99


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