futureofwork , Twitter, 10/21/2019 2:01:01 AM, 213634


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futureofwork _2019-10-20_18-33-36.xlsx
futureofwork _2019-10-20_18-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2P1TDNI
@fca_hq
@haroldsinnott
@mikequindazzi
@wef
@evankirstel
@mvollmer1
@hrcurator
@forbes
@lastonestandin0
@usnavy

Top hashtags:
#futureofwork
#ai
#iot
#automation
#hr
#tech
#artificialintelligence
#robotics
#technology

Description:
Description
The graph represents a network of 3,913 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 October 2019 at 01:34 UTC.

The requested start date was Monday, 21 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 6-hour, 50-minute period from Thursday, 17 October 2019 at 17:09 UTC to Monday, 21 October 2019 at 00:00 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[58] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213243
[51] https://vimeo.com/366245997
[34] https://www.weforum.org/agenda/2019/01/humans-wanted-why-automation-wont-kill-off-your-job
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212562
[27] https://www.inverse.com/article/60145-ai-work-automation-robots-oracle
[25] https://www.youtube.com/watch?v=h2llfGydCt8

[18] https://blogs.oracle.com/oraclehcm/3-ways-people-analytics-will-shape-the-future-of-work
[16] https://www.cnbc.com/2019/10/17/steve-jobs-vision-for-the-office-of-the-future-in-the-1980s.html
[14] http://www.usatoday.com/story/tech/2019/10/02/how-artificial-intelligence-bias-can-work-against-you/2417711001/
[12] https://www.cio.com/article/3446198/the-turnaround-inheriting-digital-transformation.html

Top URLs in Tweet in G1:
[54] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213243
[31] https://www.weforum.org/agenda/2019/01/humans-wanted-why-automation-wont-kill-off-your-job
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212562
[10] https://www.inverse.com/article/60145-ai-work-automation-robots-oracle
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190880
[9] https://blogs.oracle.com/oraclehcm/3-ways-people-analytics-will-shape-the-future-of-work
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212893
[6] https://www.chron.com/business/retail/article/Robot-barista-to-make-grocery-store-debut-in-14541400.php
[6] https://twitter.com/pessimistsarc/status/1185212027649835009
[6] https://twitter.com/HaroldSinnott

Top URLs in Tweet in G2:
[44] https://vimeo.com/366245997
[10] http://www.usatoday.com/story/tech/2019/10/02/how-artificial-intelligence-bias-can-work-against-you/2417711001/
[8] http://digital-leadership-associates.passle.net/post/102fslc/digital-transformation-one-step-at-a-time
[8] https://thefinancialbrand.com/86285/banking-disruption-transformation-change-fintech-trends/?smedia-twt-jm
[8] https://www.td.org/insights/to-survive-the-future-of-work-youll-need-to-master-five-skills
[6] https://www.blockdelta.io/industrial-revolution-4-0-advantages-challenges-and-the-future/
[6] https://federalnewsnetwork.com/automation/2019/10/federal-cio-kent-ai-creating-more-jobs-than-its-taking-over/
[6] https://www.inverse.com/article/60145-ai-work-automation-robots-oracle
[6] https://www.kdnuggets.com/2019/10/artificial-intelligence-salaries-heading-skyward.html
[5] https://medium.com/technicity/which-american-companies-pay-the-highest-salary-62b939ffc6a8?source=friends_link&sk=c3a3d405d2b93d123006cff934d4292b

Top URLs in Tweet in G3:
[9] https://blogs.oracle.com/oraclehcm/3-ways-people-analytics-will-shape-the-future-of-work
[8] https://web.hr
[4] https://www.linkedin.com/pulse/investing-what-matters-steve-diedrick/
[2] https://www.youtube.com/watch?v=5neWq5LKYyM&

[2] https://twitter.com/adv_work_inst/status/1181902131449810944
[2] https://dan.com/buy-domain/neurasec.com?redirected=true&tld=com
[2] http://womenspowerbook.org/contents-future-civilization-mankind-femocracy-womensworld.htm#.UF9OcVK3wwI
[2] https://soundcloud.com/nextatwork/globizfow
[2] https://www.chieflearningofficer.com/2019/10/09/learning-in-the-flow-of-work/
[2] https://onezero.medium.com/dominos-is-using-a-i-surveillance-to-manage-store-performance-d578204c5af4

Top URLs in Tweet in G4:
[3] http://out.faveeo.com/?url=https://www.forbes.com/sites/joemckendrick/2019/10/10/theres-an-art-to-artificial-intelligence/&vertical=future-of-work&lang=en&family=en
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213243
[2] http://out.faveeo.com/?url=https://www.alphagamma.eu/entrepreneurship/4-industries-artificial-intelligence/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.i-scoop.eu/drivers-spending-industry-4-0-market-2022/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.healthcareitnews.com/news/how-should-ai-be-designed-and-regulated-and-who-should-it-serve&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://www.bankingexchange.com/news-feed/item/8022-ai-or-die-4-ways-model-governance-can-help-you-win-at-digital-transformation&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://venturebeat.com/2019/10/16/modern-cloud-communications-platforms-are-changing-how-work-gets-done/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://qz.com/work/1724712/how-universities-are-preparing-students-for-the-gig-economy/&vertical=future-of-work&lang=en&family=en
[2] http://out.faveeo.com/?url=https://nextplane.net/blog/why-the-future-of-work-lies-in-collaborative-intelligence/&vertical=future-of-work&lang=en&family=en
[2] https://vimeo.com/366245997

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1185372697334693889

Top URLs in Tweet in G6:
[2] https://www.forbes.com/sites/louiscolumbus/2019/09/25/whats-new-in-gartners-hype-cycle-for-ai-2019/
[1] https://twitter.com/i/web/status/1185260609442648065
[1] https://twitter.com/i/web/status/1185172442681171974
[1] https://www.stripes.com/news/navy-goes-mobile-first-offering-more-incentives-to-attract-and-keep-sailors-1.602555
[1] https://twitter.com/i/web/status/1184866753559646208
[1] https://twitter.com/i/web/status/1184897078855647232
[1] https://twitter.com/i/web/status/1184900675869855752
[1] https://twitter.com/i/web/status/1184943151439663121
[1] http://cityclerk.kcmo.org/LiveWeb/Documents/Document.aspx?q=B3m6jg3G5c%2bHMmNdLkJjPEmECb178EPfRbFf%2f9yv5XyqRQg%2ft1%2fOH1GNnAWVVd68
[1] https://uidp.org/event/future-of-work-kansas/

Top URLs in Tweet in G7:
[8] https://www.thersa.org/discover/publications-and-articles/rsa-blogs/2019/10/future-work-impact-entrepreneurs
[7] https://freelancersweek.org/get-involved/submit-event/
[3] https://medium.com/@nateliason/no-more-struggle-porn-202153a01108
[2] https://tinyurl.com/outside9to5
[2] https://www.guerrillatranslation.org/2019/08/09/strong-roots-translating-as-a-commons/
[2] https://medium.com/the-mission/the-really-inconvenient-truths-about-getting-stuff-done-de095d09580a
[2] https://www.amandasgray.com/blog/future-of-work
[2] http://jerichochambers.com/can-talk-race-work/
[2] https://www.r4d.org/blog/chasing-ghosts-how-the-focus-on-innovation-in-development-has-gone-down-the-wrong-path/
[2] https://medium.com/accelerated-intelligence/the-5-hour-rule-if-youre-not-spending-5-hours-per-week-learning-you-re-being-irresponsible-791c3f18f5e6

Top URLs in Tweet in G8:
[20] https://www.youtube.com/watch?v=h2llfGydCt8

[6] https://constructech.com/infrastructure-trains-high-speed-and-light-rail/
[5] https://constructech.com/smart-lights-smart-homes/
[3] https://twitter.com/ipfconline1/status/1185375036737314816
[3] https://www.inverse.com/article/60145-ai-work-automation-robots-oracle
[3] https://constructech.com/infrastructure-trains-high-speed-and-light-rail/#construction
[2] https://constructech.com/a-building-helps-rebuild-a-community/
[2] https://constructech.com/where-does-your-data-go/#iLightbox[gallery31848]/0
[2] https://constructech.com/data-center-growth-changes-construction/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212562

Top URLs in Tweet in G9:
[4] https://www.cnbc.com/2019/01/18/-a-major-wall-street-player-is-cutting-1500-employees-and-accelerating-automation.html
[3] http://fow.theietevents.com/
[2] https://paper.li/pamantas/1412818799?edition_id=ac7bf450-f1b5-11e9-b8d7-0cc47a0d15fd
[2] https://twitter.com/mangata56137162/status/1184925527158804481
[1] https://twitter.com/i/web/status/1186050970662424576
[1] https://www.linkedin.com/pulse/end-world-we-know-tamara-mccleary/
[1] https://twitter.com/i/web/status/1185184037876289536
[1] https://twitter.com/i/web/status/1185055155332378625
[1] https://twitter.com/i/web/status/1185055898546266115
[1] https://twitter.com/i/web/status/1185108000563843072

Top URLs in Tweet in G10:
[5] https://www.nytimes.com/paidpost/ericsson/bridging-the-cellular-generation-gap.html?cpv_ap_id=50034222&sr_source=lift_morein&tbs_nyt=2019-September-nytnative_morein
[4] https://hbr.org/2019/09/the-case-for-hiring-older-workers?utm_medium=social&utm_campaign=hbr&utm_source=twitter
[3] https://twitter.com/WorkforceVan/status/1184897726691065857
[3] https://www.marist.edu/mindset-list
[3] https://hbr.org/2019/10/how-engaged-is-your-team-really
[3] https://www.marketleadership.net/millennials-on-leadership-team/
[3] https://sloanreview.mit.edu/article/digital-transformation-should-start-with-customers/
[2] https://sloanreview.mit.edu/article/how-ai-is-helping-companies-break-silos/
[2] https://www.trippbraden.com/2019/03/22/how-to-build-your-leadership-brand/
[2] https://www.inc.com/howard-tulllman/hire-who-you-can-find.html?cid=readmoretext_ab_pretest

Top Domains
Top Domains in Tweet in Entire Graph:
[1565] twitter.com
[109] nodexlgraphgallery.org
[81] linkedin.com
[63] dy.si
[54] forbes.com
[52] paper.li
[52] vimeo.com
[44] weforum.org
[43] faveeo.com
[38] cnbc.com

Top Domains in Tweet in G1:
[237] twitter.com
[96] nodexlgraphgallery.org
[35] weforum.org
[19] mckinsey.com
[18] forbes.com
[10] inverse.com
[9] oracle.com
[9] zdnet.com
[9] linkedin.com
[8] medium.com

Top Domains in Tweet in G2:
[161] twitter.com
[44] vimeo.com
[21] passle.net
[17] ow.ly
[12] usatoday.com
[8] thefinancialbrand.com
[8] td.org
[7] linkedin.com
[7] dy.si
[7] mercer.com

Top Domains in Tweet in G3:
[401] twitter.com
[26] linkedin.com
[10] paper.li
[10] oracle.com
[8] web.hr
[5] medium.com
[4] dy.si
[4] careerarc.com
[3] inc.com
[2] ampproject.org

Top Domains in Tweet in G4:
[50] twitter.com
[41] faveeo.com
[3] nodexlgraphgallery.org
[3] blogspot.com
[2] vimeo.com
[2] supplychaintoday.com
[1] co.uk
[1] essentials.news
[1] thejakartapost.com
[1] kdnuggets.com

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

Top Domains in Tweet in G6:
[6] twitter.com
[2] forbes.com
[2] uidp.org
[1] stripes.com
[1] kcmo.org

Top Domains in Tweet in G7:
[12] twitter.com
[10] thersa.org
[9] freelancersweek.org
[7] medium.com
[2] tinyurl.com
[2] guerrillatranslation.org
[2] amandasgray.com
[2] jerichochambers.com
[2] r4d.org
[2] carriedils.com

Top Domains in Tweet in G8:
[29] twitter.com
[23] constructech.com
[20] youtube.com
[4] ow.ly
[3] inverse.com
[3] instagram.com
[2] wsj.com
[2] nodexlgraphgallery.org
[1] techcrunch.com
[1] weforum.org

Top Domains in Tweet in G9:
[32] twitter.com
[4] cnbc.com
[3] theietevents.com
[2] paper.li
[1] linkedin.com
[1] passle.net
[1] adage.com
[1] prweb.com
[1] nydailynews.com
[1] youtube.com

Top Domains in Tweet in G10:
[18] twitter.com
[7] hbr.org
[5] mit.edu
[5] nytimes.com
[3] marist.edu
[3] marketleadership.net
[2] mckinsey.com
[2] trippbraden.com
[2] inc.com
[1] fortune.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2625] futureofwork
[1065] ai
[348] iot
[313] automation
[238] hr
[224] tech
[212] artificialintelligence
[190] robotics
[169] technology
[166] innovation



Top Hashtags in Tweet in G1:
[700] futureofwork
[543] ai
[166] iot
[156] automation
[97] 4ir
[91] machinelearning
[85] robotics
[84] pwc
[82] hr
[80] artificialintelligence

Top Hashtags in Tweet in G2:
[275] futureofwork
[170] ai
[44] automation
[42] fintech
[39] robotics
[36] iot
[36] artificialintelligence
[33] innovation
[29] rpa
[24] robots

Top Hashtags in Tweet in G3:
[246] futureofwork
[49] hr
[45] hrtech
[36] synchronize
[34] culture
[31] ai
[30] jobs
[30] okr
[30] wellbeing
[23] peopleanalytics

Top Hashtags in Tweet in G4:
[153] futureofwork
[100] ai
[78] iot
[63] healthtech
[61] internetofthings
[53] ml
[52] innovation
[49] healthcare
[46] artificialintelligence
[45] nanobot

Top Hashtags in Tweet in G5:
[85] futureofwork
[85] job

Top Hashtags in Tweet in G6:
[15] futureofwork
[6] ai
[2] bettertogether
[1] mobile
[1] skillsgap
[1] bluecollarai
[1] ml
[1] emerging
[1] emergingtechnology
[1] uidp

Top Hashtags in Tweet in G7:
[43] futureofwork
[24] freelancelife
[22] futurodeltrabajo
[11] socent
[8] efweek
[6] digital
[5] leavenoonebehind
[5] decentwork
[4] inequality
[4] climatechange

Top Hashtags in Tweet in G8:
[44] ai
[44] futureofwork
[43] iot
[31] construction
[25] machinelearning
[19] infrastructure
[18] bigdata
[15] artificialintelligence
[15] cybersecurity
[13] robotics

Top Hashtags in Tweet in G9:
[56] futureofwork
[24] workforce
[23] work
[20] jobs
[20] tech
[13] millennials
[11] ai
[10] genz
[10] startup
[8] work4

Top Hashtags in Tweet in G10:
[42] futureofwork
[19] entrepreneurs
[19] leadership
[10] ai
[8] artificialintelligence
[8] familybusiness
[6] teams
[6] digitaltransformation
[6] job
[5] innovation

Top Words
Top Words in Tweet in Entire Graph:
[3765] Words in Sentiment List#1: Positive
[898] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[95771] Non-categorized Words
[100434] Total Words
[2625] #futureofwork
[2037] gt
[1065] #ai
[689] mikequindazzi
[518] work

Top Words in Tweet in G1:
[1712] gt
[700] #futureofwork
[598] mikequindazzi
[545] #ai
[291] haroldsinnott
[256] wef
[166] #iot
[156] #automation
[138] evankirstel
[133] ht

Top Words in Tweet in G2:
[275] #futureofwork
[169] #ai
[148] gt
[143] s
[135] timothy_hughes
[99] work
[79] spirosmargaris
[70] good
[66] way
[65] citrix

Top Words in Tweet in G3:
[246] #futureofwork
[83] work
[62] future
[58] hr
[49] #hr
[45] #hrtech
[36] #synchronize
[36] dive
[35] more
[34] #culture

Top Words in Tweet in G4:
[153] #futureofwork
[100] #ai
[82] ronald_vanloon
[78] #iot
[66] wef
[63] #healthtech
[61] #internetofthings
[53] #ml
[52] #innovation
[49] #healthcare

Top Words in Tweet in G5:
[85] เร
[85] งพ
[85] ฒนาท
[85] กษะใหม
[85] ๆ
[85] ให
[85] พน
[85] กงาน
[85] จะได
[85] ไม

Top Words in Tweet in G6:
[15] #futureofwork
[6] #ai
[6] panelists
[5] contextere
[5] researchatku
[4] according
[4] learning
[4] univofkansas
[4] ku_economics
[4] kuedwardscampus

Top Words in Tweet in G7:
[43] #futureofwork
[25] thersaorg
[24] #freelancelife
[22] #futurodeltrabajo
[21] freelancerseu
[20] work
[18] more
[18] denmark
[17] 2
[17] great

Top Words in Tweet in G8:
[66] gt
[44] #ai
[44] #futureofwork
[43] #iot
[31] #construction
[29] constructechmag
[25] #machinelearning
[19] mikequindazzi
[19] #infrastructure
[18] #bigdata

Top Words in Tweet in G9:
[56] #futureofwork
[24] #workforce
[23] #work
[20] #jobs
[20] #tech
[18] want
[13] future
[13] more
[13] #millennials
[12] jacobm

Top Words in Tweet in G10:
[42] #futureofwork
[21] trippbraden
[19] #entrepreneurs
[19] #leadership
[13] innovation
[10] #ai
[9] mckinsey_mgi
[8] workingnation
[8] longer
[8] new

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1291] gt,gt
[239] mikequindazzi,gt
[133] mikequindazzi,#ai
[112] artificial,intelligence
[109] gt,ht
[102] #enterprise,#tech
[101] gt,#ai
[100] wef,mikequindazzi
[98] gt,#pwc
[97] #futureofwork,gt

Top Word Pairs in Tweet in G1:
[1097] gt,gt
[199] mikequindazzi,gt
[125] mikequindazzi,#ai
[97] gt,ht
[94] wef,mikequindazzi
[91] #futureofwork,gt
[79] nodexl,mikequindazzi
[79] gt,#pwc
[78] gt,#ai
[78] intengineering,mikequindazzi

Top Word Pairs in Tweet in G2:
[91] gt,gt
[60] way,work
[55] talk,lot
[55] lot,#futureofwork
[55] #futureofwork,s
[55] s,good
[55] good,reason
[55] reason,way
[55] work,changing
[55] changing,organizations

Top Word Pairs in Tweet in G3:
[36] hr,dive
[25] future,work
[16] #hr,#futureofwork
[11] #hrtech,#futureofwork
[9] stacy,janiak
[9] hrconfes,david_green_uk
[9] david_green_uk,3
[9] 3,ways
[9] ways,people
[9] people,analytics

Top Word Pairs in Tweet in G4:
[45] swallow,#nanobot
[45] #nanobot,instead
[45] instead,popping
[45] popping,pill
[45] pill,wef
[45] wef,#healthtech
[45] #healthtech,#healthcare
[45] #healthcare,#iot
[45] #iot,#internetofthings
[44] ronald_vanloon,swallow

Top Word Pairs in Tweet in G5:
[85] เร,งพ
[85] งพ,ฒนาท
[85] ฒนาท,กษะใหม
[85] กษะใหม,ๆ
[85] ๆ,ให
[85] ให,พน
[85] พน,กงาน
[85] กงาน,จะได
[85] จะได,ไม
[85] ไม,ตกงาน

Top Word Pairs in Tweet in G6:
[4] researchatku,panelists
[4] panelists,ku_economics
[4] ku_economics,kuedwardscampus
[4] kuedwardscampus,usengineering
[4] usengineering,usacac
[4] usacac,exploring
[4] exploring,perspectives
[4] perspectives,lifelong
[3] want,increase
[3] increase,likelihood

Top Word Pairs in Tweet in G7:
[22] #freelancelife,#futurodeltrabajo
[19] #futurodeltrabajo,#futureofwork
[11] best,way
[11] way,predict
[11] predict,future
[11] future,create
[11] create,fabian_ws
[11] fabian_ws,shares
[11] shares,lessons
[11] lessons,denmark

Top Word Pairs in Tweet in G8:
[44] gt,gt
[14] #artificialintelligence,#machinelearning
[13] #construction,#iot
[13] #infrastructure,#iot
[12] #iot,#ai
[12] #construction,constructechtv
[12] constructechtv,#infrastructure
[9] mikequindazzi,gt
[8] #5g,#futureofwork
[8] #iot,#artificialintelligence

Top Word Pairs in Tweet in G9:
[22] #work,#workforce
[21] #workforce,#futureofwork
[19] #futureofwork,#jobs
[19] #jobs,#tech
[13] #tech,#millennials
[10] #millennials,#genz
[8] set,disrupt
[8] disrupt,#work4
[8] #work4,0
[8] 0,create

Top Word Pairs in Tweet in G10:
[9] #leadership,#entrepreneurs
[7] #entrepreneurs,#futureofwork
[6] #artificialintelligence,#futureofwork
[6] haroldsinnott,5
[6] 5,#job
[6] #job,categories
[6] categories,poised
[6] poised,highest
[6] highest,growth
[6] growth,over

Top Replied-To
Top Replied-To in Entire Graph:
@daigosweden
@ravenintell
@exchangeseva
@unleashgroup
@ict_fintech
@msszeeusman
@rdene915
@asicentral
@haberglobal
@edcast

Top Replied-To in G1:
@daigosweden
@exchangeseva
@ravenintell
@mvollmer1
@forbes
@inc
@asicentral
@haroldsinnott
@staceyharrishr
@edcast

Top Replied-To in G2:
@iangertler
@spirosmargaris
@joellegirton
@tamaramccleary
@robertovalentun
@jamesbulpin
@lifeatmercer
@bcg
@avrohomg

Top Replied-To in G4:
@humanoid_info

Top Replied-To in G6:
@rodneysampson
@theuidp
@homeiscalling1

Top Replied-To in G8:
@kelake

Top Replied-To in G9:
@doghaus

Top Replied-To in G10:
@kaufprof

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@wef
@haroldsinnott
@evankirstel
@antgrasso
@timothy_hughes
@ronald_vanloon
@lindagrass0
@spirosmargaris
@citrix

Top Mentioned in G1:
@mikequindazzi
@haroldsinnott
@wef
@evankirstel
@antgrasso
@lindagrass0
@mvollmer1
@intengineering
@fca_hq
@thomas_harrer

Top Mentioned in G2:
@timothy_hughes
@spirosmargaris
@citrix
@skyuk
@sallyeaves
@wef
@mikequindazzi
@mercer
@tamaramccleary
@glengilmore

Top Mentioned in G3:
@mediostec21_vva
@sgoldbergvr
@seemakh89125928
@celinechaverot
@villageservezw
@alphadomainsn
@measurematch
@patrick_henz
@marykellyspeaks
@cue_career

Top Mentioned in G4:
@ronald_vanloon
@wef
@frronconi
@ume_kyd
@evankirstel
@tictoc
@jblefevre60
@accent
@futurism
@cheddar

Top Mentioned in G5:
@brandinsideasia

Top Mentioned in G6:
@contextere
@researchatku
@univofkansas
@ku_economics
@kuedwardscampus
@usengineering
@usacac
@usnavy
@usarmy
@kcmo

Top Mentioned in G7:
@thersaorg
@freelancerseu
@fabian_ws
@rowaneconway
@impactpioneer
@unions21
@includedco
@wiegoglobal
@ccc_see
@coassemblyeu

Top Mentioned in G8:
@constructechmag
@constructechtv
@mikequindazzi
@kaienterprises
@bgcstl
@arcturis_
@kiewit
@shea_homes
@idevices
@amazon

Top Mentioned in G9:
@jacobm
@1huddle
@ietindia
@vmware
@samcaucci
@inc
@decideconsultng
@cedarfairparks
@nydailynews
@nytimes

Top Mentioned in G10:
@trippbraden
@mckinsey_mgi
@workingnation
@haroldsinnott
@wef
@mardyleathers
@carol_stephen
@natlgovsassoc
@allyssamm
@machinelearntec

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@piyuanker12
@sahelhkj
@gamergeeknews
@deejayiwan
@startupsbot
@evankirstel
@justiceoutcry
@zsinein

Top Tweeters in G1:
@deejayiwan
@evankirstel
@chidambara09
@ottlegalrebels
@itknowingness
@normanbuffong
@btzmedina
@mulher_noticia
@iam__network
@swissbusiness

Top Tweeters in G2:
@arkangelscrap
@reneeandsharon
@santchiweb
@pitarampal
@kcs39194
@7basem7
@simonlporter
@gezgintrk
@timothy_hughes
@debraruh

Top Tweeters in G3:
@justiceoutcry
@analyticaglobal
@v_shakthi
@freshsalis
@jamestown502
@frelancewkguide
@ianmcalvert
@futureworldcen
@topmostshop
@genemarks

Top Tweeters in G4:
@jornalistavitor
@aldoceccarelli
@fintechna
@valaafshar
@mashable
@glaciarblue
@yvesmulkers
@zacharyjeans
@acertijo
@ene3112

Top Tweeters in G5:
@zsinein
@bornorbot
@weepingwilow36
@gigkagigka
@filmmis
@transcend_viii
@always_tvxq
@aorpaka
@yhmaster2693
@everglads

Top Tweeters in G6:
@starsandstripes
@statedept
@heartofgod99
@helicallight21
@realdonaldtrump
@malgratz11
@usairforce
@samdernbach
@usarmy
@kcmo

Top Tweeters in G7:
@wimthetim
@maelorin
@socentlive
@berniejmitchell
@tijuanapress
@fenews
@theledge80
@ukharpists
@robyeldham
@cdils

Top Tweeters in G8:
@gamergeeknews
@cybersec_feeds
@wsj
@thecuriousluke
@machine_ml
@manifattura40
@dme_jun
@vivianfrancos
@msarozz
@krommsan

Top Tweeters in G9:
@startupsbot
@nytimes
@inc
@nydailynews
@yahoofinance
@aldo_zaffalon
@leaderrepeater
@sardimperium
@manipalblog
@teamofindore

Top Tweeters in G10:
@trippbraden
@twilli2861
@danitablackwood
@carol_stephen
@ittechbuz
@messageplicity
@disruptedtv
@ennomnom
@sharedmaclean
@blogapprentice


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