futureofwork , Twitter, 10/14/2019 1:59:28 AM, 212893


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futureofwork _2019-10-13_18-33-36.xlsx
futureofwork _2019-10-13_18-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2Mcp9H1
@mikequindazzi
@fca_hq
@evankirstel
@haroldsinnott
@wef
@forbes
@alvinfoo
@nancyrubin
@akwyz
@mvollmer1

Top hashtags:
#futureofwork
#ai
#iot
#automation
#robotics
#tech
#robots
#artificialintelligence
#machinelearning

Description:
Description
The graph represents a network of 4,041 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, 14 October 2019 at 01:34 UTC.

The requested start date was Monday, 14 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, 8-hour, 54-minute period from Thursday, 10 October 2019 at 15:06 UTC to Monday, 14 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:
[18] https://constructech.com/continental-puts-connectivity-into-tires/
[16] https://forbes.com/sites/kalevleetaru/2019/08/29/ai--big-datas-hoarding-mentality-creates-a-new-era-of-cyber-risks/
[16] https://www.citrix.com/blogs/2019/10/10/women-in-tech-week-changing-the-world-we-live-in/
[16] http://www.futuristspeaker.com/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196846
[13] https://statetechmagazine.com/article/2019/10/smart-cities-connect-2019-philadelphia-eyes-initial-smart-city-pilots
[12] https://www.forbes.com/sites/cognitiveworld/2019/07/10/how-artificial-intelligence-is-transforming-business-models/
[12] https://www.forbes.com/sites/danielnewman/2019/08/01/top-5-digital-transformation-trends-in-education-for-2020/
[11] of
[11] https://www.thetalentboard.org/article/the-top-recruiting-technologies-for-2020/

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196846
[11] https://forbes.com/sites/kalevleetaru/2019/08/29/ai--big-datas-hoarding-mentality-creates-a-new-era-of-cyber-risks/
[8] https://www.forbes.com/sites/forbestechcouncil/2019/09/25/how-to-prepare-a-generation-of-ai-first-workers/amp/?__twitter_impression=true
[7] https://medium.com/swlh/what-happens-when-ai-tells-a-lie-67cbd3da11e1?source=rss-------8-----------------artificial_intelligence
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212562
[6] 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
[6] http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
[6] https://wp.me/p4ja0Z-Mxg
[6] https://hbr.org/2019/04/the-legal-and-ethical-implications-of-using-ai-in-hiring
[5] https://hbr.org/2019/10/why-reverse-mentoring-works-and-how-to-do-it-right

Top URLs in Tweet in G2:
[5] https://www2.deloitte.com/global/en/pages/technology/solutions/sap-human-capital-management.html
[4] https://evergreenpodcasts.com/the-jim-stroud-podcast
[3] http://womenspowerbook.org/contents-future-civilization-mankind-femocracy-womensworld.htm#.UF9OcVK3wwI
[3] https://www.linkedin.com/pulse/conversation-aware-leader-steve-diedrick/
[2] https://www.businessleader.co.uk/what-will-the-future-of-work-look-like-in-the-uk/74313/
[2] NZ
[2] https://www.xing.com/events/future-of-work-2019-management-konferenz-12-november-2278882
[2] https://www.etsy.com/listing/624860683/wooden-comb-araki-wood-comb-wide-toothed?utm_medium=SellerListingTools&utm_campaign=Share&utm_source=Twitter&share_time=1569144657000&utm_term=so.slt
[2] https://www.forbes.com/sites/forbestechcouncil/2019/10/08/the-future-of-work-make-it-more-addictive/#1e2c78b31f49
[2] https://www.unifiedcommunications.com/showtopic.aspx?Topic=Device-A-Thon-3&utm_source=twitter&utm_medium=social&utm_campaign=camp155&utm_content=cam-minimal

Top URLs in Tweet in G3:
[16] https://constructech.com/continental-puts-connectivity-into-tires/
[13] https://statetechmagazine.com/article/2019/10/smart-cities-connect-2019-philadelphia-eyes-initial-smart-city-pilots
[11] https://www.forbes.com/sites/danielnewman/2019/08/01/top-5-digital-transformation-trends-in-education-for-2020/
[10] https://www.forbes.com/sites/cognitiveworld/2019/07/10/how-artificial-intelligence-is-transforming-business-models/
[9] https://www.visualcapitalist.com/the-big-five-largest-acquisitions-by-tech-company/
[8] https://techcrunch.com/2019/10/10/autonomous-retail/
[7] https://www.investmentwatchblog.com/the-race-to-save-100-billion-a-digital-revolution-in-oil/
[7] https://www.forbes.com/sites/ciocentral/2019/10/09/demystifying-artificial-intelligence-ai-in-the-corporation-forbes/
[7] https://www.zdnet.com/article/clear-the-path-to-continuous-intelligence-with-machine-learning-consultancy-urges/
[7] https://www.computerweekly.com/news/252471968/Kroger-drives-data-driven-customer-experience

Top URLs in Tweet in G4:
[14] https://www.citrix.com/blogs/2019/10/10/women-in-tech-week-changing-the-world-we-live-in/
[11] https://www.thetalentboard.org/article/the-top-recruiting-technologies-for-2020/
[8] https://www.gallup.com/workplace/266870/future-work-means-managing-disruption.aspx
[7] https://www.fastcompany.com/90386065/seven-very-simple-steps-to-design-more-ethical-ai
[5] http://twitter.com/21213658/statuses/1182355187014537217
[5] https://talentculture.com/bounce-back-big-mistake-work/
[5] http://twitter.com/21213658/statuses/1182408232637214721
[5] https://talentculture.com/worktrends-empathy-is-the-answer/
[5] http://twitter.com/21213658/statuses/1182385618447405058
[5] https://talentculture.com/how-technology-helps-hr-spend-less-time-on-paper-and-more-time-on-people/

Top URLs in Tweet in G5:
[7] https://www.thersa.org/discover/publications-and-articles/rsa-blogs/2019/10/future-work-impact-entrepreneurs
[4] https://www.oecd-forum.org/users/180741-deb-whitman/posts/54427-the-future-of-work-for-all-generations
[4] https://www.cnbc.com/2019/10/09/stanford-psychology-expert-most-important-work-skill-of-the-future.html
[3] https://www.linkedin.com/groups/12253142/
[3] https://thriveglobal.com/stories/mental-health-future-of-work-transform-balance-integration/
[2] https://www.entrepreneur.com/article/329053
[2] https://www.cnbc.com/2019/08/19/why-a-college-education-might-not-be-critical-for-your-career.html
[2] https://www.cnbc.com/2019/08/19/cramer-remix-the-amusement-park-stock-that-will-bring-income-to-your-portfolio.html
[2] https://www.linkedin.com/pulse/end-world-we-know-tamara-mccleary/?published=t
[2] https://www.entrepreneur.com/article/334336

Top URLs in Tweet in G6:
[4] https://www.forbes.com/sites/forbeshumanresourcescouncil/2019/09/18/the-essential-human-resources-problem-to-be-solved/#27598d6a1f7b
[3] https://singularityhub.com/2019/09/16/mit-future-of-work-report-we-shouldnt-worry-about-quantity-of-jobs-but-quality/
[3] https://www.vox.com/recode/2019/10/9/20885699/remote-work-from-anywhere-change-coworking-office-real-estate
[3] https://irishtechnews.ie/what-is-ai-actually-currently-capable-of-in-the-workplace/
[3] https://www.forbes.com/sites/johnkoetsier/2019/10/05/box-ceo-aaron-levie-on-ai-robotics-the-future-of-work-digital-transformation-and-yanggang/#3b42dc433142
[3] https://www.siliconrepublic.com/companies/adaptive-enterprise-workforce-future-of-work
[3] http://out.faveeo.com/?url=https://hbr.org/2019/10/universities-should-be-preparing-students-for-the-gig-economy&vertical=future-of-work&lang=en&family=en
[3] https://www.eventbrite.com/e/mit-iic-global-grand-prize-gala-2019-tickets-64370774720
[2] https://www.theatlantic.com/technology/archive/2019/09/why-wework-was-destined-fail/598891/
[2] http://out.faveeo.com/?url=https://thriveglobal.com/stories/artificial-intelligence-and-the-future-of-work/&vertical=future-of-work&lang=en&family=en

Top URLs in Tweet in G7:
[2] https://twitter.com/Ronald_vanLoon/status/1173674081302003712
[2] https://www.mckinsey.com/featured-insights/future-of-work/automation-and-economic-disparity-a-new-challenge-for-ceos?cid=other-soc-twi-mgi-mgi-oth-1910
[1] http://snip.ly/pnyfow
[1] https://twitter.com/i/web/status/1183335360824258562
[1] https://twitter.com/i/web/status/1183199596480253952
[1] https://www.cnbc.com/video/2019/10/04/14point7-million-young-workers-could-be-replaced-by-automation-mckinsey.html
[1] https://twitter.com/i/web/status/1183514006281216000
[1] https://twitter.com/i/web/status/1183391948775837696
[1] https://www.linkedin.com/pulse/your-company-culture-ready-checkins-andy-davies/
[1] https://www.linkedin.com/pulse/understanding-employee-engagement-once-youve-seen-you-andy-davies/

Top URLs in Tweet in G8:
[3] https://www.youtube.com/watch?v=DhfnI5DkywM&feature=youtu.be

[2] https://www.youtube.com/watch?v=emiJWzBBaME&feature=youtu.be

[2] https://twitter.com/CAGoBiz/status/1182090475819294720
[1] https://hai.stanford.edu/news/stanford-professors-help-guide-policymakers-shaping-future-work?sf110486757=1
[1] https://twitter.com/i/web/status/1182335545327767552
[1] https://twitter.com/i/web/status/1182383064363569152
[1] https://twitter.com/i/web/status/1183149684124049408
[1] https://www.eventbrite.com/e/lunch-and-learn-associations-role-in-education-and-workforce-development-tickets-75069802801
[1] https://www.cuecareer.com/
[1] https://twitter.com/RichardvReeves/status/1182666013541912577

Top URLs in Tweet in G9:
[4] https://www.forbes.com/sites/jeannemeister/2019/03/14/the-future-of-work-humans-gigs-robots-are-the-new-blended-workforce/#6fe8d968384c
[2] https://www.kauffman.org:443/currents/2019/10/schools-must-cultivate-work-skills
[1] https://twitter.com/i/web/status/1183529284570419200
[1] https://www.gettingsmart.com/2019/09/build-skills-for-2030-now-with-these-ideas/?utm_campaign=coschedule&utm_source=twitter&utm_medium=Getting_Smart&utm_content=Build
[1] Skills
[1] for
[1] 2030
[1] Now
[1] With
[1] These

Top Domains
Top Domains in Tweet in Entire Graph:
[839] twitter.com
[130] forbes.com
[89] linkedin.com
[75] dy.si
[62] ow.ly
[53] passle.net
[43] hbr.org
[42] constructech.com
[33] weforum.org
[31] paper.li

Top Domains in Tweet in G1:
[100] twitter.com
[27] forbes.com
[27] nodexlgraphgallery.org
[23] weforum.org
[21] hbr.org
[11] medium.com
[6] pwc.com
[6] wp.me
[5] visualcapitalist.com
[5] linkedin.com

Top Domains in Tweet in G2:
[144] twitter.com
[39] linkedin.com
[14] dy.si
[13] careerarc.com
[12] forbes.com
[10] deloitte.com
[10] paper.li
[6] positionremote.com
[4] evergreenpodcasts.com
[4] co.uk

Top Domains in Tweet in G3:
[115] twitter.com
[39] constructech.com
[39] forbes.com
[20] dy.si
[13] statetechmagazine.com
[12] t.co
[10] visualcapitalist.com
[9] zdnet.com
[9] techcrunch.com
[8] raconteur.net

Top Domains in Tweet in G4:
[152] twitter.com
[27] forbes.com
[24] citrix.com
[22] talentculture.com
[11] thetalentboard.org
[8] gallup.com
[8] strategy-business.com
[7] fastcompany.com
[6] linkedin.com
[5] mckinsey.com

Top Domains in Tweet in G5:
[17] twitter.com
[9] linkedin.com
[8] cnbc.com
[8] thersa.org
[6] co.za
[5] industriall-union.org
[4] oecd-forum.org
[4] entrepreneur.com
[3] thriveglobal.com
[2] youtube.com

Top Domains in Tweet in G6:
[31] twitter.com
[31] faveeo.com
[19] dy.si
[13] mercer.com
[10] forbes.com
[5] eventbrite.com
[3] singularityhub.com
[3] vox.com
[3] irishtechnews.ie
[3] siliconrepublic.com

Top Domains in Tweet in G7:
[8] twitter.com
[4] mckinsey.com
[4] linkedin.com
[1] snip.ly
[1] cnbc.com
[1] anchor.fm
[1] hbr.org
[1] tweetedtimes.com

Top Domains in Tweet in G8:
[15] twitter.com
[5] youtube.com
[1] stanford.edu
[1] eventbrite.com
[1] cuecareer.com
[1] npr.org
[1] jff.org

Top Domains in Tweet in G9:
[6] twitter.com
[4] forbes.com
[3] gettingsmart.com
[2] kauffman.org
[1] fortune.com
[1] techrepublic.com
[1] cmo.com
[1] eschoolnews.com
[1] ceric.ca
[1] hbr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3335] futureofwork
[1279] ai
[552] iot
[540] automation
[423] robotics
[395] tech
[381] robots
[321] artificialintelligence
[285] machinelearning
[254] technology



Top Hashtags in Tweet in G1:
[970] futureofwork
[774] ai
[335] automation
[294] robots
[273] robotics
[256] iot
[182] machinelearning
[176] artificialintelligence
[122] sustainability
[120] sdgs

Top Hashtags in Tweet in G2:
[311] futureofwork
[37] ai
[20] hr
[17] automation
[15] remotework
[12] leadership
[11] digitaltransformation
[11] tech
[11] employeeexperience
[11] future

Top Hashtags in Tweet in G3:
[298] futureofwork
[207] ai
[195] tech
[191] enterprise
[168] technology
[141] iot
[127] techtrends
[112] emergingtech
[93] innovation
[90] business

Top Hashtags in Tweet in G4:
[316] futureofwork
[74] hr
[63] hrtech
[45] ai
[32] employeeexperience
[30] worktrends
[28] hrtechconf
[24] leadership
[22] shrmiac19
[17] recruiting

Top Hashtags in Tweet in G5:
[119] futureofwork
[36] ai
[26] tech
[22] jobs
[22] work
[20] workforce
[17] training
[17] leadership
[15] business
[13] games

Top Hashtags in Tweet in G6:
[157] futureofwork
[32] hr
[32] industry40
[27] automation
[21] jobs
[18] mercerhrconf
[14] ai
[13] leadership
[11] career
[10] diversity

Top Hashtags in Tweet in G7:
[61] futureofwork
[55] iot
[48] ai
[35] internetofthings
[33] artificialintelligence
[25] robotics
[23] education
[23] edtech
[23] edutech
[23] classroom

Top Hashtags in Tweet in G8:
[79] futureofwork
[9] wkdev
[8] workforce
[7] inequality
[6] cafutureofwork
[6] workforcedevelopment
[5] collaboration
[4] backtoschool
[4] nevertooold
[4] bluescapesummit2019

Top Hashtags in Tweet in G9:
[30] futureofwork
[5] technology
[4] ai
[4] students
[3] futureoflearning
[3] vr
[3] training
[3] education
[3] trades
[3] gigeconomy

Top Hashtags in Tweet in G10:
[2] futureofwork
[2] tech
[1] ai
[1] ml
[1] dl
[1] bigdata
[1] cloud
[1] iot
[1] iiot
[1] hpc

Top Words
Top Words in Tweet in Entire Graph:
[4459] Words in Sentiment List#1: Positive
[1031] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[104594] Non-categorized Words
[110087] Total Words
[3336] #futureofwork
[3148] gt
[1270] #ai
[897] mikequindazzi
[643] work

Top Words in Tweet in G1:
[2547] gt
[970] #futureofwork
[765] #ai
[699] mikequindazzi
[437] wef
[335] #automation
[318] haroldsinnott
[294] #robots
[273] #robotics
[256] #iot

Top Words in Tweet in G2:
[311] #futureofwork
[70] work
[38] future
[37] #ai
[28] more
[28] out
[27] gt
[26] new
[24] employees
[24] digital

Top Words in Tweet in G3:
[445] gt
[299] #futureofwork
[207] #ai
[196] #tech
[195] evankirstel
[191] #enterprise
[168] #technology
[146] mikequindazzi
[141] #iot
[127] #techtrends

Top Words in Tweet in G4:
[316] #futureofwork
[137] s
[119] work
[102] citrix
[84] changing
[74] #hr
[69] good
[69] way
[65] organizations
[65] talk

Top Words in Tweet in G5:
[119] #futureofwork
[68] work
[36] new
[36] #ai
[29] office
[26] future
[26] #tech
[24] workforce
[24] job
[23] emerging

Top Words in Tweet in G6:
[157] #futureofwork
[32] mercer
[32] #hr
[32] meghanmbiro
[32] #industry40
[27] #automation
[24] future
[23] work
[21] #jobs
[18] #mercerhrconf

Top Words in Tweet in G7:
[67] ronald_vanloon
[61] #futureofwork
[55] #iot
[48] #ai
[37] gt
[35] #internetofthings
[33] #artificialintelligence
[33] mikequindazzi
[30] haroldsinnott
[27] cc

Top Words in Tweet in G8:
[79] #futureofwork
[48] college
[25] community
[24] millions
[24] important
[24] source
[24] talent
[24] underinvest
[23] byron_auguste
[23] urbanins

Top Words in Tweet in G9:
[30] #futureofwork
[16] students
[9] workforce
[8] prepare
[8] udacity
[7] need
[7] being
[6] learning
[6] career
[5] skills

Top Words in Tweet in G10:
[4] angelicagallegs
[4] yukarikingdom18
[4] mhall55nine
[4] eoff_sylvia
[4] montynishimura
[4] bperrionni
[4] semicvet50
[4] brindusab1
[4] ritacobix
[3] arnabch01

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2025] gt,gt
[407] mikequindazzi,gt
[296] wef,mikequindazzi
[287] gt,wef
[278] #ai,#futureofwork
[204] #futureofwork,gt
[193] #enterprise,#tech
[159] #ai,#robotics
[137] #robots,#ai
[134] gt,#ai

Top Word Pairs in Tweet in G1:
[1652] gt,gt
[343] mikequindazzi,gt
[248] gt,wef
[245] wef,mikequindazzi
[217] #ai,#futureofwork
[171] #futureofwork,gt
[142] #ai,#robotics
[125] gt,#ai
[116] haroldsinnott,4
[116] wef,cisgroupuk

Top Word Pairs in Tweet in G2:
[16] future,work
[14] gt,gt
[9] find,out
[8] #futureofwork,#hr
[8] bring,new
[7] #futureofwork,join
[7] artificial,intelligence
[7] new,thinking
[7] thinking,reinvent
[7] reinvent,#futureofwork

Top Word Pairs in Tweet in G3:
[292] gt,gt
[173] #enterprise,#tech
[118] #technology,#techtrends
[114] #tech,#technology
[103] #techtrends,#emergingtech
[77] #innovation,#business
[77] #business,#futureofwork
[74] #emergingtech,#innovation
[59] #iot,#ai
[51] mikequindazzi,gt

Top Word Pairs in Tweet in G4:
[67] way,work
[64] work,changing
[62] talk,lot
[62] lot,#futureofwork
[62] #futureofwork,s
[62] s,good
[62] good,reason
[62] reason,way
[62] changing,organizations
[61] citrix,talk

Top Word Pairs in Tweet in G5:
[16] new,job
[16] #futureofwork,#jobs
[15] #business,#leadership
[15] #work,#workforce
[15] #workforce,#futureofwork
[15] #jobs,#tech
[13] future,work
[12] job,roles
[12] roles,sustainers
[12] sustainers,trainers

Top Word Pairs in Tweet in G6:
[27] #futureofwork,#industry40
[27] #industry40,#automation
[12] #futureofwork,#hr
[9] artificial,intelligence
[9] #mercerhrconf,#futureofwork
[8] winner,pwnglobal's
[8] excellence,working
[8] working,charity
[8] charity,profit
[8] #hr,#futureofwork

Top Word Pairs in Tweet in G7:
[25] cc,mikequindazzi
[23] haroldsinnott,smart
[23] smart,#iot
[23] #iot,#education
[23] #education,#edtech
[23] #edtech,#edutech
[23] #edutech,#classroom
[23] #classroom,#futureofwork
[23] #futureofwork,evankirstel
[23] evankirstel,cc

Top Word Pairs in Tweet in G8:
[24] community,college
[24] college,college
[24] college,millions
[24] millions,important
[24] important,source
[24] source,talent
[24] talent,underinvest
[24] underinvest,#futureofwork
[23] byron_auguste,community
[23] #futureofwork,urbanins

Top Word Pairs in Tweet in G9:
[7] prepare,students
[4] harvard,yale
[4] yale,students
[4] students,skip
[4] skip,computer
[4] computer,science
[4] science,class
[4] class,thanks
[4] thanks,online
[4] online,learning

Top Word Pairs in Tweet in G10:
[4] angelicagallegs,yukarikingdom18
[4] yukarikingdom18,mhall55nine
[4] mhall55nine,eoff_sylvia
[4] eoff_sylvia,montynishimura
[4] montynishimura,bperrionni
[4] bperrionni,semicvet50
[4] semicvet50,brindusab1
[4] brindusab1,ritacobix
[3] arnabch01,angelicagallegs

Top Replied-To
Top Replied-To in Entire Graph:
@ravenintell
@exchangeseva
@thehighway2ai
@shrmindia
@forbes
@policydeb
@researchdigest
@lewisgarrad
@closeitsummit
@pauldaugh

Top Replied-To in G1:
@davidegiac
@harvardbiz
@lorimoreno
@tamaramccleary
@wef

Top Replied-To in G3:
@thehighway2ai
@joemckendrick
@lindagrass0
@pauldaugh
@closeitsummit
@lewisgarrad
@researchdigest
@stc_ksa

Top Replied-To in G4:
@ravenintell
@exchangeseva
@forbes
@shrmindia
@asicentral
@staceyharrishr

Top Replied-To in G5:
@policydeb
@benioff
@delta
@randomcamille

Top Replied-To in G6:
@eugenianaser
@flexjobs
@dianemulcahy
@keithkeller

Top Replied-To in G8:
@stephenmoret

Top Replied-To in G10:
@angelicagallegs

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@wef
@haroldsinnott
@evankirstel
@ronald_vanloon
@mvollmer1
@cisgroupuk
@citrix
@paula_piccard
@guzmand

Top Mentioned in G1:
@mikequindazzi
@wef
@haroldsinnott
@cisgroupuk
@mvollmer1
@paula_piccard
@gigadgets_
@guzmand
@theeconomist
@hemantd03794247

Top Mentioned in G2:
@kahootz
@arakicrafts
@everlearntweets
@fintroductions
@jimstroud
@creativexplorer
@tas40286222
@vcaglobalit
@homeramaly
@fbaddache

Top Mentioned in G3:
@evankirstel
@mikequindazzi
@antgrasso
@wef
@fisher85m
@constructechmag
@raconteur
@haroldsinnott
@markmcardle
@statetech

Top Mentioned in G4:
@citrix
@forbes
@hrcurator
@akwyz
@david_green_uk
@martinhoyes
@ihrim
@hrtechconf
@reneefloresftl
@prasunjmishra

Top Mentioned in G5:
@markccrowley
@heathermcgowan
@policydeb
@pauldaugh
@andrew4mk
@oecd
@thersaorg
@beaumont_sd
@rowaneconway
@talent360coza

Top Mentioned in G6:
@mercer
@meghanmbiro
@futureof_work
@pwnglobal
@whenwomenthrive
@eugenianaser
@christinadove7
@pat_milligan1
@celineviaene2
@wilko_lauren

Top Mentioned in G7:
@ronald_vanloon
@mikequindazzi
@haroldsinnott
@evankirstel
@a
@cnbc
@mckinsey_mgi
@automeme
@susanlund_dc
@wef

Top Mentioned in G8:
@byron_auguste
@urbanins
@terplan
@jedkolko
@cue_career
@bluescaper
@spur_urbanist
@kqed
@opptyatwork
@lenny_mendonca

Top Mentioned in G9:
@udacity
@fortune
@forbes
@moonlighting
@lindseyedixon
@ceric_ca
@tvanderark
@kauffmanfdn
@bitspacedevelop
@getting_smart

Top Mentioned in G10:
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@montynishimura
@bperrionni
@semicvet50
@brindusab1
@ritacobix
@arnabch01
@angelicagallegs

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@arkangelscrap
@alllibertynews
@piyuanker12
@huskorkut
@marionspekker
@monicasloves
@ejlazar
@delta
@annemariayritys

Top Tweeters in G1:
@arkangelscrap
@alllibertynews
@annemariayritys
@gamergeeknews
@deejayiwan
@ottlegalrebels
@itknowingness
@santchiweb
@swissbusiness
@calcaware

Top Tweeters in G2:
@thestartupper
@analyticaglobal
@andytoronto
@freshsalis
@futureworldcen
@topmostshop
@nomanaziz83
@dogetalist
@andreabhhs
@jobhopjulie

Top Tweeters in G3:
@piyuanker12
@evankirstel
@chidambara09
@iam__network
@richsimmondsza
@tess_blue815
@nembotavy_0101
@cybersec_feeds
@metrouk
@colorstreamedia

Top Tweeters in G4:
@pickooo
@stefan_laurell
@nytimes
@saadahmedfahed
@nancyrubin
@westsymra3535
@stfuimtweetn0_o
@fastcompany
@forbes
@talentculture

Top Tweeters in G5:
@delta
@raumunz
@guardian
@usatoday
@wallybock
@yahoofinance
@rldi_lamy
@romain_pro
@jeremyscrivens
@startup_nerd

Top Tweeters in G6:
@businessinsider
@ramikantari
@gordontredgold
@lollydaskal
@onang_pribadi
@meghanmbiro
@scedmonds
@akdm_bot
@elmelegey
@siliconrepublic

Top Tweeters in G7:
@john_siracusa
@tom__coleman
@cnbc
@enrirosasdiaz
@enriquen
@scalarhumanity
@stem_nastics
@ronald_vanloon
@elcavalos
@chuckdbrooks

Top Tweeters in G8:
@ifindinternship
@avonan
@circlereader
@kqed
@drtao
@itskac
@washl003
@lenny_mendonca
@jayanti73287669
@alexanderrudol3

Top Tweeters in G9:
@manson_marina
@getting_smart
@cmo_by_adobe
@tvanderark
@mweinraub87
@uva
@eschoolnews
@kauffmanfdn
@mosspike
@udacity

Top Tweeters in G10:
@huskorkut
@marionspekker
@monicasloves
@ejlazar
@nieuwemarlean
@mhall55nine
@marienassar_
@jilliemary
@mojobag4u
@peac4love