futureofwork , Twitter, 3/19/2019 2:08:29 PM, 190880
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futureofwork _2019-03-19_06-03-48.xlsx
futureofwork _2019-03-19_06-03-48.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2019
Short Description:
futureofwork via NodeXL http://bit.ly/2TNj7lP
@mynaedu
@mikequindazzi
@fca_hq
@alvinfoo
@wef
@mercer
@spirosmargaris
@santchiweb
@mvollmer1
@evankirstel

Top hashtags:
#futureofwork
#ai
#iot
#automation
#digitaltransformation
#jobs
#robotics
#tech
#innovation
#hr

Description:
Description
The graph represents a network of 4,016 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 Tuesday, 19 March 2019 at 13:04 UTC.

The requested start date was Tuesday, 19 March 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, 1-hour, 0-minute period from Friday, 15 March 2019 at 23:00 UTC to Tuesday, 19 March 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
Vertices : 4016
Unique Edges : 7294
Edges With Duplicates : 2763
Total Edges : 10057
Number of Edge Types : 3
Tweet : 1174
Mentions : 8801
Replies to : 82
Self-Loops : 1174
Reciprocated Vertex Pair Ratio : 0.0292801952013013
Reciprocated Edge Ratio : 0.0568945080995654
Connected Components : 580
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 2678
Maximum Edges in a Connected Component : 8476
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.2826
Graph Density : 0.000470905915565633
Modularity : 0.55218
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] http://bookshow.me/check.php?asin=B01F9FRRJM
[31] https://sloanreview.mit.edu/article/how-to-create-belonging-for-remote-workers/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[23] https://www.russellreynolds.com/insights/thought-leadership/the-hunt-for-digital-leaders-a-talent-perspective-on-navigating-the-industrial-internet-transformation
[23] https://www.pwc.com/us/en/consumermarkets/assets/consumer-markets-retail-evolution.pdf?utm_content=bufferb0f01&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[22] https://www.forbes.com/sites/bernardmarr/2019/03/18/job-search-in-the-age-of-artificial-intelligence-5-practical-tips/#da2e10ff0e63
[20] https://qz.com/work/1477807/
[19] https://www.opendemocracy.net/en/beyond-trafficking-and-slavery/funding-future-of-work-means-addressing-gaps-in-present-of-work/
[17] https://www.weforum.org/agenda/2019/01/how-to-cure-the-growing-pains-of-the-worlds-most-dynamic-cities
[17] https://dy.si/HVqng
[16] https://twitter.com/rproshad65

Top URLs in Tweet in G1:
[20] https://qz.com/work/1477807/
[19] https://www.forbes.com/sites/bernardmarr/2019/03/18/job-search-in-the-age-of-artificial-intelligence-5-practical-tips/#da2e10ff0e63
[15] https://www.opendemocracy.net/en/beyond-trafficking-and-slavery/funding-future-of-work-means-addressing-gaps-in-present-of-work/
[11] https://www.gc-solutions.net/blog/a-glance-at-popular-e-learning-trends-that-will-improve-your-business-value/
[11] https://techspective.net/2019/03/16/the-rise-of-artificial-intelligence-and-whos-hiring-for-ai/
[8] https://www.channelnewsasia.com/news/cnainsider/artificial-intelligence-ai-guru-lee-kai-fu-robots-job-cars-human-11350194
[7] https://sloanreview.mit.edu/article/getting-your-employees-ready-for-work-in-the-age-of-ai/
[7] https://joshbersin.com/2019/02/the-employee-experience-platform-a-new-category-arrives/
[7] https://www.forbes.com/sites/elainepofeldt/2019/02/28/want-to-glimpse-the-future-of-work-these-entrepreneurs-are-living-it/#37aed3e96f82
[7] https://www.bankingtech.com/2019/03/the-new-business-models-of-banking/

Top URLs in Tweet in G2:
[14] https://www.russellreynolds.com/insights/thought-leadership/the-hunt-for-digital-leaders-a-talent-perspective-on-navigating-the-industrial-internet-transformation
[13] https://www.weforum.org/agenda/2019/01/how-to-cure-the-growing-pains-of-the-worlds-most-dynamic-cities
[7] https://www.pwc.com/us/en/consumermarkets/assets/consumer-markets-retail-evolution.pdf?utm_content=bufferb0f01&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.weforum.org
[5] https://www.channelnewsasia.com/news/cnainsider/artificial-intelligence-ai-guru-lee-kai-fu-robots-job-cars-human-11350194
[3] https://www.pwc.com/us/en/services/consulting/library/unlocking-automation-value.html?WT.mc_id=CT10-PL102-DM2-TR1-LS4-ND30-TTAT2-CN_xLoSAutomation-mquisocial&eq=mqui_int
[3] 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
[3] https://twitter.com/andi_staub/status/1104640033003323392
[2] https://www.forbes.com/sites/forbestechcouncil/2019/03/05/nine-jobs-that-artificial-intelligence-should-never-take-over-and-why/#4765f210301f
[2] https://www.forbes.com/sites/bernardmarr/2019/03/18/job-search-in-the-age-of-artificial-intelligence-5-practical-tips/#da2e10ff0e63

Top URLs in Tweet in G3:
[3] http://www.inman.com/
[3] https://www.inman.com/2019/03/14/disconnect-real-estate-leaders-set-to-define-industrys-future/
[3] http://www.astonassessments.com/2018/11/30/food-for-thought-embracing-flexible-working/?utm_campaign=food-for-thought-embracing-flexible-working&utm_medium=social_link&utm_source=missinglettr
[2] https://www.forbes.com/sites/jeannemeister/2019/03/14/the-future-of-work-humans-gigs-robots-are-the-new-blended-workforce/
[2] https://www.maddyness.com/2019/02/28/marty-episode-2-alexandre-pachulski-singularite/
[2] https://soundcloud.com/nextatwork/globizfow
[2] https://www.inc.com/john-rampton/8-ways-to-turn-stress-into-fuel-for-greatness.html?cid=landermore
[2] https://blog.hrps.org/blogpost/The-Hybrid-Job-Revolution
[2] https://www.consultancy.uk/news/20747/two-thirds-of-uk-employees-not-empowered-enough-to-innovate
[2] https://www.nextavenue.org/employers-older-workers/?utm_sq=g01l5r73kf

Top URLs in Tweet in G4:
[6] https://www.strategy-business.com/article/HQ-2.0-The-Next-Generation-Corporate-Center?gko=83800&sf205714361=1
[5] https://www.forbes.com/sites/ashleystahl/2018/08/31/4-ways-to-find-your-motivation-at-work/#6c30b2373325
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180363
[4] https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/how-disruptive-technologies-are-opening-up-innovative-opportunities-in-services?cid=other-soc-twi-mip-mck-oth-1903&kui=6YHqzAKCklNlkU-N9pyD9Q
[4] https://www.statista.com/chart/17383/artificial-intelligence-use/
[3] https://www.channelnewsasia.com/news/cnainsider/artificial-intelligence-ai-guru-lee-kai-fu-robots-job-cars-human-11350194
[2] https://www.weforum.org/agenda/2018/06/the-3-skill-sets-workers-need-to-develop-between-now-and-2030
[2] https://www.weforum.org/agenda/2017/12/robots-coming-for-800-million-jobs/?utm_content=buffer3ec3c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.strategy-business.com/article/HQ-2.0-The-Next-Generation-Corporate-Center
[2] http://www.quytech.com/blog/5-ways-businesses-are-using-virtual-reality-right-now/

Top URLs in Tweet in G5:
[12] https://twitter.com/rproshad65
[10] https://twitter.com/thekaushalsoni
[6] https://annals.org/aim/fullarticle/2727726/measles-mumps-rubella-vaccination-autism-nationwide-cohort-study#.XIG7J4ykvrs.twitter
[3] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2723425?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=031719#.XI6EwUDo1iM.twitter
[3] https://www.russellreynolds.com/insights/thought-leadership/the-hunt-for-digital-leaders-a-talent-perspective-on-navigating-the-industrial-internet-transformation
[2] https://www.ainonline.com/aviation-news/business-aviation/2019-03-15/airbus-begins-shore-ship-port-drone-deliveries
[2] https://www.radionz.co.nz/national/programmes/checkpoint/audio/2018685575/barking-drones-used-on-farms-instead-of-sheep-dogs
[2] https://www.computerweekly.com/ehandbook/A-Computer-Weekly-buyers-guide-to-perimeterless-network-security?Offer=maxisocialmedianews
[1] https://twitter.com/i/web/status/1092671283286949889
[1] https://twitter.com/i/web/status/1078192026385113088

Top URLs in Tweet in G6:
[5] https://www.etexchangesummit.com/
[5] http://out.faveeo.com/?url=https://www.datanami.com/2019/03/15/high-growth-companies-extending-their-lead-with-ai/&vertical=future-of-work&lang=en
[5] https://www.forbes.com/sites/joemckendrick/2019/03/16/artificial-intelligence-is-making-job-descriptions-obsolete-executives-say/
[4] https://www.dialpad.com/voiceai/
[4] https://techcrunch.com/2019/03/18/meet-efounders-next-batch-of-startups-that-want-to-redefine-the-future-of-work/
[2] https://www.forbes.com/sites/jeannemeister/2019/03/14/the-future-of-work-humans-gigs-robots-are-the-new-blended-workforce/
[2] https://www.weforum.org/agenda/2019/02/the-outlook-for-automation-and-manufacturing-jobs-in-seven-charts/
[2] http://AiDefe.com
[2] https://www.jarnoldassociates.com/blog/2019/3/15/enterprise-connect-shout-out-2-am-speaking-at-sctc-lunch-session
[2] http://digital-leadership-associates.passle.net/post/102eu5p/social-media-social-selling-and-the-intersection-with-ar-and-vr

Top URLs in Tweet in G7:
[7] https://www.ilo.org/100/en/story/enterprises
[2] https://www.ilo.org/global/topics/future-of-work/brighter-future/lang--en/index.htm
[1] https://twitter.com/i/web/status/1106850551889833989
[1] https://www.ilo.org/global/about-the-ilo/newsroom/news/WCMS_676201/lang--en/index.htm
[1] https://amp.elperiodico.com/es/economia/20190316/la-ue-aprobara-el-16-de-abril-un-paquete-medidas-proteccion-laboral-de-minimos-7357156?utm_source=twitter&utm_medium=social&__twitter_impression=true
[1] https://www.verdict.co.uk/future-of-work-2019/
[1] https://www.skillsforemployment.org/KSP/en/Details/?dn=EDMSP1_234624
[1] https://elpais.com/economia/2019/03/17/actualidad/1552837012_405460.html
[1] https://retina.elpais.com/retina/2019/03/14/tendencias/1552564034_268678.html
[1] https://twitter.com/MIC_Center/status/1100513899785474049

Top URLs in Tweet in G8:
[17] https://dy.si/HVqng
[3] https://corporate-rebels.com/human-management-revolution/?utm_source=Corporate+Rebels+Newsletter&utm_campaign=e10871d4bf-EMAIL_CAMPAIGN_2019_03_16_11_00&utm_medium=email&utm_term=0_a62c96458b-e10871d4bf-188982013
[2] https://www.siliconluxembourg.lu/how-the-agile-method-is-transforming-bil-evolution/
[2] http://www.disciplinedagiledelivery.com/12-habits-that-will-make-you-an-excellent-team-lead/
[1] https://www.entrepreneur.com/article/323148
[1] https://www.holmesreport.com/agency-playbook/sponsored/article/communicating-a-culture-of-innovation
[1] http://bit.ly/2zFCFMF
[1] http://bit.ly/2yB8yES
[1] https://dy.si/TN6w6h2
[1] http://bit.ly/2TjAPck

Top URLs in Tweet in G9:
[4] http://www.forschungsgipfel.de/
[2] https://itunes.apple.com/us/podcast/21st-century-hr/id979444180?mt=2&i=1000431840932
[1] https://twitter.com/i/web/status/1106127379305562112
[1] https://twitter.com/StanfordHAI/status/1107693586798309377
[1] https://www.cio.com/article/3359176/the-3-surprising-secrets-that-drive-innovation-in-the-digital-era.html
[1] https://nyti.ms/2HATxJb
[1] https://www.welt.de/wirtschaft/article190084209/Spaeter-in-Rente-Als-Silver-Worker-in-den-Unruhestand.html
[1] https://twitter.com/i/web/status/1107726491251589123
[1] https://www.linkedin.com/feed/update/urn:li:activity:6511992880955949056
[1] https://twitter.com/nathealings/status/1107144324037394432

Top URLs in Tweet in G10:
[3] https://www.oxfordmartin.ox.ac.uk/videos/view/721
[2] https://thefinancialbrand.com/81524/banking-development-training-future-of-work/?smedia-twt-jm
[2] https://www.weforum.org/agenda/2019/01/how-to-cure-the-growing-pains-of-the-worlds-most-dynamic-cities
[2] https://fowmedia.com/reaction-cultures/amp/
[2] https://www.linkedin.com/pulse/sxsw-transformative-power-cesar-keller/
[1] https://fowmedia.com/coworking-with-strangers/#author
[1] http://bit.ly/2HjATWZ
[1] https://www.linkedin.com/pulse/sleep-benefit-offerings-good-move-creepily-personal-demotte-kramer/?published=t#Privacy
[1] https://www.businesslive.co.za/bd/business-and-economy/2019-03-11-investec-dispels-five-myths-about-the-future-of-work/
[1] https://www.fastcompany.com/90318974/the-rise-of-remote-working-will-continue

Top Domains
Top Domains in Tweet in Entire Graph:
[597] twitter.com
[118] forbes.com
[107] dy.si
[69] mit.edu
[57] weforum.org
[50] lnkd.in
[49] linkedin.com
[46] faveeo.com
[35] youtube.com
[34] medium.com

Top Domains in Tweet in G1:
[106] twitter.com
[78] forbes.com
[68] dy.si
[40] faveeo.com
[25] linkedin.com
[25] mit.edu
[25] mercer.com
[20] qz.com
[17] youtube.com
[17] medium.com

Top Domains in Tweet in G2:
[102] twitter.com
[32] weforum.org
[14] russellreynolds.com
[11] pwc.com
[9] forbes.com
[6] mckinsey.com
[5] channelnewsasia.com
[4] strategy-business.com
[3] bit.ly
[2] annals.org

Top Domains in Tweet in G3:
[114] twitter.com
[21] lnkd.in
[7] forbes.com
[7] dy.si
[6] inman.com
[6] linkedin.com
[6] deloitte.com
[5] twi.li
[5] bit.ly
[4] medium.com

Top Domains in Tweet in G4:
[25] twitter.com
[10] forbes.com
[8] strategy-business.com
[8] mckinsey.com
[5] weforum.org
[5] nodexlgraphgallery.org
[4] statista.com
[3] pwc.com
[3] t.co
[3] channelnewsasia.com

Top Domains in Tweet in G5:
[50] twitter.com
[6] annals.org
[3] jamanetwork.com
[3] russellreynolds.com
[2] ipsoft.com
[2] ainonline.com
[2] co.nz
[2] forbes.com
[2] computerweekly.com
[1] co.uk

Top Domains in Tweet in G6:
[9] twitter.com
[7] forbes.com
[5] etexchangesummit.com
[5] faveeo.com
[4] dialpad.com
[4] techcrunch.com
[3] passle.net
[2] youtube.com
[2] weforum.org
[2] aidefe.com

Top Domains in Tweet in G7:
[11] ilo.org
[4] twitter.com
[2] co.uk
[2] elpais.com
[1] elperiodico.com
[1] skillsforemployment.org
[1] edx.org
[1] weforum.org
[1] lnkd.in
[1] iloblog.org

Top Domains in Tweet in G8:
[18] dy.si
[3] corporate-rebels.com
[3] bit.ly
[2] siliconluxembourg.lu
[2] disciplinedagiledelivery.com
[1] entrepreneur.com
[1] holmesreport.com

Top Domains in Tweet in G9:
[4] twitter.com
[4] forschungsgipfel.de
[2] cio.com
[2] apple.com
[1] nyti.ms
[1] welt.de
[1] linkedin.com

Top Domains in Tweet in G10:
[7] twitter.com
[4] fowmedia.com
[3] linkedin.com
[3] thefinancialbrand.com
[3] ac.uk
[2] weforum.org
[1] bit.ly
[1] co.za
[1] fastcompany.com
[1] dxc.technology

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3476] futureofwork
[1561] ai
[686] iot
[523] automation
[455] digitaltransformation
[353] jobs
[343] robotics
[318] tech
[317] innovation
[267] hr



Top Hashtags in Tweet in G1:
[839] futureofwork
[316] ai
[141] hr
[126] digitaltransformation
[119] automation
[72] fintech
[70] artificialintelligence
[56] hrtech
[56] jobs
[52] robots

Top Hashtags in Tweet in G2:
[818] futureofwork
[727] ai
[339] iot
[265] automation
[240] jobs
[209] robotics
[162] robots
[145] tech
[139] digitaltransformation
[126] innovation

Top Hashtags in Tweet in G3:
[288] futureofwork
[32] ai
[20] hr
[16] automation
[16] tech
[13] iot
[12] jobsoffuture
[11] leadership
[11] technology
[11] business

Top Hashtags in Tweet in G4:
[185] futureofwork
[174] ai
[131] iot
[58] rpa
[45] digitaltransformation
[45] digital
[39] fintech
[37] robotics
[37] infographic
[34] tech

Top Hashtags in Tweet in G5:
[141] futureofwork
[93] innovation
[78] digitaltransformation
[77] ai
[75] iot
[65] data
[46] regtech
[43] bigdata
[43] infographic
[43] tech

Top Hashtags in Tweet in G6:
[74] futureofwork
[51] ai
[39] ec19
[20] iot
[19] artificialintelligence
[17] plantronics
[17] polycom
[16] robotics
[15] ar
[13] makesmartercalls

Top Hashtags in Tweet in G7:
[32] futureofwork
[5] ilo100
[3] transition
[2] workers
[2] consumers
[1] wgs2019
[1] agendaprl
[1] santander
[1] decentwork
[1] digitalwork

Top Hashtags in Tweet in G8:
[27] futureofwork
[17] compensationplanning
[17] hr
[8] agile
[6] gouvernance
[6] orgdesign
[6] management
[6] revolution
[5] leadership
[5] entrepriselibérée

Top Hashtags in Tweet in G9:
[18] futureofwork
[9] innovation
[6] transformation
[6] ai
[6] digital
[6] innovate
[3] digitaltransformation
[2] workhuman
[2] shrm19
[2] unleash

Top Hashtags in Tweet in G10:
[41] futureofwork
[28] ai
[25] automation
[17] robotics
[8] digitaltransformation
[7] ar
[5] banking
[5] smartcities
[5] tech
[5] robots

Top Words
Top Words in Tweet in Entire Graph:
[4503] Words in Sentiment List#1: Positive
[1245] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[104901] Non-categorized Words
[110649] Total Words
[3479] futureofwork
[1856] gt
[1688] ai
[816] mikequindazzi
[696] iot

Top Words in Tweet in G1:
[839] futureofwork
[367] ai
[207] work
[179] hr
[158] gt
[133] automation
[132] job
[127] digitaltransformation
[127] new
[97] jobs

Top Words in Tweet in G2:
[987] gt
[818] futureofwork
[747] ai
[518] mikequindazzi
[483] 10
[339] iot
[276] automation
[263] jobs
[231] kashthefuturist
[231] years

Top Words in Tweet in G3:
[288] futureofwork
[64] work
[60] future
[42] ai
[33] more
[32] new
[31] jobs
[28] people
[27] automation
[27] gt

Top Words in Tweet in G4:
[545] gt
[206] mikequindazzi
[190] futureofwork
[183] ai
[131] iot
[88] ravikikan
[83] antgrasso
[67] tech
[58] pwc
[58] rpa

Top Words in Tweet in G5:
[141] futureofwork
[110] ume_kyd
[93] innovation
[83] iot
[81] ai
[78] digitaltransformation
[73] data
[54] award
[50] tech
[46] regtech

Top Words in Tweet in G6:
[74] futureofwork
[56] ai
[39] ec19
[38] evankirstel
[25] work
[25] gt
[20] future
[20] iot
[20] news
[19] artificialintelligence

Top Words in Tweet in G7:
[35] ilo
[32] futureofwork
[21] report
[17] work
[15] out
[13] trabajo
[12] new
[12] espera
[12] directiva
[12] sobre

Top Words in Tweet in G8:
[96] _premyadav
[44] work
[42] business
[42] take
[42] care
[40] good
[34] failure
[27] futureofwork
[24] life
[23] itself

Top Words in Tweet in G9:
[18] futureofwork
[11] those
[11] work
[9] innovation
[9] ai
[8] digital
[7] jochenwallisch
[7] critical
[7] capability
[6] transformation

Top Words in Tweet in G10:
[41] futureofwork
[29] job
[28] ai
[27] automation
[17] robotics
[15] future
[12] robots
[12] jimmarous
[11] over
[10] next

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1165] gt,gt
[294] ai,futureofwork
[255] mikequindazzi,gt
[230] futureofwork,automation
[213] 10,years
[208] 10,jobs
[208] exist,10
[207] years,ago
[206] jobs,exist
[194] ai,iot

Top Word Pairs in Tweet in G1:
[95] gt,gt
[41] artificial,intelligence
[40] futureofwork,sdg
[38] futureofwork,ai
[37] ai,automation
[36] worktrends,futureofwork
[35] futureofwork,digitaltransformation
[35] thx4rt,fr
[35] fr,hrcurator
[33] ai,futureofwork

Top Word Pairs in Tweet in G2:
[629] gt,gt
[200] ai,futureofwork
[193] futureofwork,automation
[191] jobs,exist
[191] exist,10
[191] 10,years
[191] years,ago
[187] 10,jobs
[169] ago,ai
[158] kashthefuturist,frronconi

Top Word Pairs in Tweet in G3:
[22] future,work
[17] gt,gt
[12] jobsoffuture,futureofwork
[10] ai,futureofwork
[6] futureofwork,hr
[5] don,t
[5] future,jobs
[5] creating,new
[5] artificial,intelligence
[5] work,futureofwork

Top Word Pairs in Tweet in G4:
[350] gt,gt
[75] mikequindazzi,gt
[53] ai,iot
[49] futureofwork,gt
[43] gt,ai
[38] pwc,mikequindazzi
[32] tech,futureofwork
[31] digital,tech
[30] corporate,functions
[30] functions,enabled

Top Word Pairs in Tweet in G5:
[35] award,regtech
[31] internet,things
[29] things,very
[29] very,short
[29] short,story
[29] story,infographic
[28] startup,ume_kyd
[28] infographic,follow
[27] iot,ai
[25] fund,distributors

Top Word Pairs in Tweet in G6:
[17] breaking,news
[17] news,two
[17] two,industry
[17] industry,greats
[17] greats,plantronics
[17] plantronics,polycom
[17] polycom,come
[17] come,together
[17] together,poly
[17] poly,polycompany

Top Word Pairs in Tweet in G7:
[14] ilo,report
[12] espera,directiva
[12] directiva,sobre
[12] sobre,información
[12] información,condiciones
[12] condiciones,trabajo
[12] trabajo,será
[12] será,primera
[12] primera,vez
[12] vez,todas

Top Word Pairs in Tweet in G8:
[42] take,care
[23] today,s
[23] s,artificial
[23] artificial,intelligence
[23] intelligence,good
[23] good,hope
[23] hope,bad
[23] bad,fear
[23] fear,humanity
[23] humanity,accelerating

Top Word Pairs in Tweet in G9:
[6] step,fully
[6] fully,digital
[6] digital,era
[6] era,ability
[6] ability,innovate
[6] innovate,critical
[6] critical,capability
[6] capability,innovation
[5] jochenwallisch,step
[5] 2,hype

Top Word Pairs in Tweet in G10:
[9] over,next
[9] next,5
[9] 5,years
[9] years,ai
[9] ai,automation
[9] automation,robotics
[9] robotics,result
[9] result,job
[9] job,creation
[9] creation,job

Top Replied-To
Top Replied-To in Entire Graph:
@mercer
@jeremyscrivens
@pwcus
@colinvone
@isabellehernu
@andyspence
@upwork
@ianknowlson
@eipindia
@spirosmargaris

Top Replied-To in G1:
@mercer
@jeremyscrivens
@ianknowlson
@spirosmargaris
@andyspence
@colinvone
@isabellehernu
@upwork
@ipfconline1
@adamrogers2030

Top Replied-To in G2:
@kuriharan
@yuhelenyu
@shakeshack
@frronconi
@elenacarstoiu
@evankirstel

Top Replied-To in G3:
@vmvstartupper

Top Replied-To in G4:
@pwcus
@pwc

Top Replied-To in G5:
@raqui_sebastian

Top Replied-To in G6:
@benedictevans

Top Replied-To in G7:
@ilo4usa

Top Replied-To in G9:
@thomas_dettling

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@wef
@kashthefuturist
@alvinfoo
@haroldsinnott
@frronconi
@antgrasso
@nathealings
@ume_kyd
@paula_piccard

Top Mentioned in G1:
@mercer
@tamaramccleary
@ipfconline1
@yuhelenyu
@spirosmargaris
@hrcurator
@akwyz
@forbes
@david_green_uk
@helene_wpli

Top Mentioned in G2:
@mikequindazzi
@kashthefuturist
@wef
@frronconi
@alvinfoo
@haroldsinnott
@nathealings
@paula_piccard
@paula
@ronald_vanloon

Top Mentioned in G3:
@snapshyft
@everlearntweets
@renegadegen
@loracmustaine
@tanvi_gautam
@robinbmac
@addlanes
@shared_services
@valiantthorv

Top Mentioned in G4:
@mikequindazzi
@antgrasso
@fisher85m
@ravikikan
@stratandbiz
@pwc
@wef
@starkdigitalbiz
@lago72
@mckinsey

Top Mentioned in G5:
@ume_kyd
@asea_arg
@2morrowknight
@nasa
@rproshad65
@futurist_invest
@rdxwhatelse
@thekaushalsoni
@ronald_vanloon
@mikequindazzi

Top Mentioned in G6:
@evankirstel
@polycompany
@dialpadhq
@julez_norton
@enterprisecon
@quip
@futureof_work
@alanlepo
@davemichels
@stephatkins

Top Mentioned in G7:
@ilo
@rodriguezluz_
@jeremiasprassl
@mit
@marialuzvega4
@worldbank
@ga
@erikbryn
@tomkochan
@lreynoldsmitipc

Top Mentioned in G8:
@_premyadav
@holaspirit
@entrepreneur
@corp_rebels
@mercer
@anand_sriniv
@bil_lux
@holmesreport
@disc_agile
@bedroskeuilian

Top Mentioned in G9:
@jochenwallisch
@siemens
@thomas_dettling
@elenacarstoiu
@drholzwarth
@r_jaeg
@21stcenturyhr
@manuelkuehn3
@hubco
@gerhard_kress

Top Mentioned in G10:
@jimmarous
@shellykramer
@glengilmore
@brettking
@alvinfoo
@wef
@dxctechnology
@cyrilcoste
@drsharwood
@pascal_bornet

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@marshawright
@arkangelscrap
@sectest9
@nilimajumder
@evankirstel
@arunbajpairajan
@gamergeeknews
@daily_express
@ottlegalrebels

Top Tweeters in G1:
@arkangelscrap
@daily_express
@businessinsider
@normanbuffong
@zimei_no_ri
@calcaware
@dcexaminer
@valaafshar
@machinelearnflx
@lilachbullock

Top Tweeters in G2:
@marshawright
@gamergeeknews
@eraser
@chidambara09
@cberrl
@lelkan
@tbaldwin510b
@marshacollier
@mashable
@simonlporter

Top Tweeters in G3:
@warrenwhitlock
@freshsalis
@frelancewkguide
@sardire
@neilmilliken
@topmostshop
@egloballearning
@rpatalent
@theiotwarehouse
@andreatorti90

Top Tweeters in G4:
@jornalistavitor
@billnigh
@fintechna
@channelnewsasia
@yamatho2
@yvesmulkers
@technowornever
@ashot_
@terzima
@ankitc265

Top Tweeters in G5:
@sectest9
@anil7kishan
@caring_mobile
@thekaushalsoni
@chriswill1337
@stanleyepstein
@2morrowknight
@dinisguarda
@mauriciojaramil
@techrepublic

Top Tweeters in G6:
@evankirstel
@timothy_hughes
@slackhq
@colorstreamedia
@padididit
@drferdowsi
@thehipposhoe
@benedictevans
@edwingsalas
@ucstrategies

Top Tweeters in G7:
@nilimajumder
@raumunz
@un
@bt_uk
@tweetinchar
@toptnc
@deanebanning
@vivianonano
@worldbank
@begonasarre

Top Tweeters in G8:
@arunbajpairajan
@bhayalal
@ajaykushwaha_
@kundanpathakk
@ivinayshukla_
@panditrahul108
@bittusempire
@narendrap85
@sameerm_
@therahulkmishra

Top Tweeters in G9:
@welt
@cocacola
@hanslak
@wiwo
@faisalm59003426
@ralflippold
@cioonline
@lars
@ibmsocialbiz
@christianeahoi

Top Tweeters in G10:
@saukel
@shellykramer
@zzsheyn
@wil_bielert
@danielnewmanuv
@r_quazzy
@djimb3rry
@ralexjimenez
@tonyrestell
@glengilmore


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